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Merge pull request #7 from Bobholamovic/official_datasets

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Update datasets
own
cc 2 years ago committed by GitHub
parent 1c95ab980e 4cca92778f
commit 4cbee06067
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GPG Key ID: 4AEE18F83AFDEB23
37 changed files with 83 additions and 2922 deletions
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  1. 15
      paddlers/utils/download.py
  2. 1
      tests/test_tutorials.py
  3. 4
      tutorials/train/change_detection/bit.py
  4. 4
      tutorials/train/change_detection/cdnet.py
  5. 2
      tutorials/train/change_detection/data/.gitignore
  6. BIN
      tutorials/train/change_detection/data/airchange/cropped_test_images/gt_1.bmp
  7. BIN
      tutorials/train/change_detection/data/airchange/cropped_test_images/gt_2.bmp
  8. BIN
      tutorials/train/change_detection/data/airchange/cropped_test_images/im1_1.bmp
  9. BIN
      tutorials/train/change_detection/data/airchange/cropped_test_images/im1_2.bmp
  10. BIN
      tutorials/train/change_detection/data/airchange/cropped_test_images/im2_1.bmp
  11. BIN
      tutorials/train/change_detection/data/airchange/cropped_test_images/im2_2.bmp
  12. 2
      tutorials/train/change_detection/data/airchange/eval.txt
  13. 550
      tutorials/train/change_detection/data/airchange/train.txt
  14. 4
      tutorials/train/change_detection/dsamnet.py
  15. 4
      tutorials/train/change_detection/dsifn.py
  16. 4
      tutorials/train/change_detection/fc_ef.py
  17. 4
      tutorials/train/change_detection/fc_siam_conc.py
  18. 4
      tutorials/train/change_detection/fc_siam_diff.py
  19. 4
      tutorials/train/change_detection/snunet.py
  20. 4
      tutorials/train/change_detection/stanet.py
  21. 52
      tutorials/train/classification/condensenetv2_b_rs_mul.py
  22. 2
      tutorials/train/classification/data/.gitignore
  23. 21
      tutorials/train/classification/data/ucmerced/labels.txt
  24. 315
      tutorials/train/classification/data/ucmerced/test.txt
  25. 1470
      tutorials/train/classification/data/ucmerced/train.txt
  26. 315
      tutorials/train/classification/data/ucmerced/val.txt
  27. 6
      tutorials/train/classification/hrnet.py
  28. 6
      tutorials/train/classification/mobilenetv3.py
  29. 6
      tutorials/train/classification/resnet50_vd.py
  30. 22
      tutorials/train/object_detection/faster_rcnn.py
  31. 25
      tutorials/train/object_detection/ppyolo.py
  32. 23
      tutorials/train/object_detection/ppyolotiny.py
  33. 25
      tutorials/train/object_detection/ppyolov2.py
  34. 23
      tutorials/train/object_detection/yolov3.py
  35. 14
      tutorials/train/semantic_segmentation/deeplabv3p.py
  36. 60
      tutorials/train/semantic_segmentation/run_with_clean_log.py
  37. 14
      tutorials/train/semantic_segmentation/unet.py

15
paddlers/utils/download.py
Unescape View File

@ -106,10 +106,11 @@ def download(url, path, md5sum=None):
if total_size:
download_size = 0
current_time = time.time()
for chunk in tqdm.tqdm(
req.iter_content(chunk_size=1024),
total=(int(total_size) + 1023) // 1024,
unit='KB'):
pb = tqdm.tqdm(
req.iter_content(chunk_size=1024),
total=(int(total_size) + 1023) // 1024,
unit='KB')
for chunk in pb:
f.write(chunk)
download_size += 1024
if download_size % 524288 == 0:
@ -120,9 +121,9 @@ def download(url, path, md5sum=None):
speed = int(524288 / (time.time() - current_time + 0.01)
/ 1024.0)
current_time = time.time()
logging.debug(
"Downloading: TotalSize={}M, DownloadSize={}M, Speed={}KB/s"
.format(total_size_m, download_size_m, speed))
pb.set_description(
"Downloading: TotalSize={}M, DownloadedSize={}M"
.format(total_size_m, download_size_m))
else:
for chunk in req.iter_content(chunk_size=1024):
if chunk:

1
tests/test_tutorials.py
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@ -86,4 +86,3 @@ class TestDetTutorial(TestTutorial):
@TestTutorial.add_tests
class TestSegTutorial(TestTutorial):
SUBDIR = "../tutorials/train/semantic_segmentation"
REGEX = r".*(?<!run_with_clean_log\.py)$"

4
tutorials/train/change_detection/bit.py
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@ -16,8 +16,8 @@ EVAL_FILE_LIST_PATH = './data/airchange/eval.txt'
EXP_DIR = './output/bit/'
# 下载和解压AirChange数据集
airchange_dataset = 'http://mplab.sztaki.hu/~bcsaba/test/SZTAKI_AirChange_Benchmark.zip'
pdrs.utils.download_and_decompress(airchange_dataset, path=DATA_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/airchange.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行

4
tutorials/train/change_detection/cdnet.py
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@ -16,8 +16,8 @@ EVAL_FILE_LIST_PATH = './data/airchange/eval.txt'
EXP_DIR = './output/cdnet/'
# 下载和解压AirChange数据集
airchange_dataset = 'http://mplab.sztaki.hu/~bcsaba/test/SZTAKI_AirChange_Benchmark.zip'
pdrs.utils.download_and_decompress(airchange_dataset, path=DATA_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/airchange.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行

2
tutorials/train/change_detection/data/.gitignore vendored
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@ -1,3 +1,3 @@
*.zip
*.tar.gz
airchange/SZTAKI_AirChange_Benchmark/
airchange/

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2
tutorials/train/change_detection/data/airchange/eval.txt
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@ -1,2 +0,0 @@
cropped_test_images/im1_1.bmp cropped_test_images/im2_1.bmp cropped_test_images/gt_1.bmp
cropped_test_images/im1_2.bmp cropped_test_images/im2_2.bmp cropped_test_images/gt_2.bmp

550
tutorials/train/change_detection/data/airchange/train.txt
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@ -1,550 +0,0 @@
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp
SZTAKI_AirChange_Benchmark/Archieve/im1.bmp SZTAKI_AirChange_Benchmark/Archieve/im2.bmp SZTAKI_AirChange_Benchmark/Archieve/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/2/im1.bmp SZTAKI_AirChange_Benchmark/Szada/2/im2.bmp SZTAKI_AirChange_Benchmark/Szada/2/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/3/im1.bmp SZTAKI_AirChange_Benchmark/Szada/3/im2.bmp SZTAKI_AirChange_Benchmark/Szada/3/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/4/im1.bmp SZTAKI_AirChange_Benchmark/Szada/4/im2.bmp SZTAKI_AirChange_Benchmark/Szada/4/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/5/im1.bmp SZTAKI_AirChange_Benchmark/Szada/5/im2.BMP SZTAKI_AirChange_Benchmark/Szada/5/gt.bmp
SZTAKI_AirChange_Benchmark/Szada/6/im1.bmp SZTAKI_AirChange_Benchmark/Szada/6/im2.bmp SZTAKI_AirChange_Benchmark/Szada/6/gt.BMP
SZTAKI_AirChange_Benchmark/Szada/7/im1.BMP SZTAKI_AirChange_Benchmark/Szada/7/im2.bmp SZTAKI_AirChange_Benchmark/Szada/7/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/1/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/1/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/2/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/2/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/4/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/4/gt.bmp
SZTAKI_AirChange_Benchmark/Tiszadob/5/im1.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/im2.bmp SZTAKI_AirChange_Benchmark/Tiszadob/5/gt.bmp

4
tutorials/train/change_detection/dsamnet.py
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@ -16,8 +16,8 @@ EVAL_FILE_LIST_PATH = './data/airchange/eval.txt'
EXP_DIR = './output/dsamnet/'
# 下载和解压AirChange数据集
airchange_dataset = 'http://mplab.sztaki.hu/~bcsaba/test/SZTAKI_AirChange_Benchmark.zip'
pdrs.utils.download_and_decompress(airchange_dataset, path=DATA_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/airchange.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行

4
tutorials/train/change_detection/dsifn.py
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@ -16,8 +16,8 @@ EVAL_FILE_LIST_PATH = './data/airchange/eval.txt'
EXP_DIR = './output/dsifn/'
# 下载和解压AirChange数据集
airchange_dataset = 'http://mplab.sztaki.hu/~bcsaba/test/SZTAKI_AirChange_Benchmark.zip'
pdrs.utils.download_and_decompress(airchange_dataset, path=DATA_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/airchange.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行

4
tutorials/train/change_detection/fc_ef.py
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@ -16,8 +16,8 @@ EVAL_FILE_LIST_PATH = './data/airchange/eval.txt'
EXP_DIR = './output/fc_ef/'
# 下载和解压AirChange数据集
airchange_dataset = 'http://mplab.sztaki.hu/~bcsaba/test/SZTAKI_AirChange_Benchmark.zip'
pdrs.utils.download_and_decompress(airchange_dataset, path=DATA_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/airchange.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行

4
tutorials/train/change_detection/fc_siam_conc.py
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@ -16,8 +16,8 @@ EVAL_FILE_LIST_PATH = './data/airchange/eval.txt'
EXP_DIR = './output/fc_siam_conc/'
# 下载和解压AirChange数据集
airchange_dataset = 'http://mplab.sztaki.hu/~bcsaba/test/SZTAKI_AirChange_Benchmark.zip'
pdrs.utils.download_and_decompress(airchange_dataset, path=DATA_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/airchange.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行

4
tutorials/train/change_detection/fc_siam_diff.py
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@ -16,8 +16,8 @@ EVAL_FILE_LIST_PATH = './data/airchange/eval.txt'
EXP_DIR = './output/fc_siam_diff/'
# 下载和解压AirChange数据集
airchange_dataset = 'http://mplab.sztaki.hu/~bcsaba/test/SZTAKI_AirChange_Benchmark.zip'
pdrs.utils.download_and_decompress(airchange_dataset, path=DATA_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/airchange.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行

4
tutorials/train/change_detection/snunet.py
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@ -16,8 +16,8 @@ EVAL_FILE_LIST_PATH = './data/airchange/eval.txt'
EXP_DIR = './output/snunet/'
# 下载和解压AirChange数据集
airchange_dataset = 'http://mplab.sztaki.hu/~bcsaba/test/SZTAKI_AirChange_Benchmark.zip'
pdrs.utils.download_and_decompress(airchange_dataset, path=DATA_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/airchange.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行

4
tutorials/train/change_detection/stanet.py
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@ -16,8 +16,8 @@ EVAL_FILE_LIST_PATH = './data/airchange/eval.txt'
EXP_DIR = './output/stanet/'
# 下载和解压AirChange数据集
airchange_dataset = 'http://mplab.sztaki.hu/~bcsaba/test/SZTAKI_AirChange_Benchmark.zip'
pdrs.utils.download_and_decompress(airchange_dataset, path=DATA_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/airchange.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行

52
tutorials/train/classification/condensenetv2_b_rs_mul.py
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@ -1,52 +0,0 @@
import paddlers as pdrs
from paddlers import transforms as T
# 定义训练和验证时的transforms
train_transforms = T.Compose([
# 读取影像
T.DecodeImg(),
T.SelectBand([5, 10, 15, 20, 25]), # for tet
T.Resize(target_size=224),
T.RandomHorizontalFlip(),
T.Normalize(
mean=[0.5, 0.5, 0.5, 0.5, 0.5], std=[0.5, 0.5, 0.5, 0.5, 0.5]),
T.ArrangeClassifier('train')
])
eval_transforms = T.Compose([
T.DecodeImg(), T.SelectBand([5, 10, 15, 20, 25]), T.Resize(target_size=224),
T.Normalize(
mean=[0.5, 0.5, 0.5, 0.5, 0.5],
std=[0.5, 0.5, 0.5, 0.5, 0.5]), T.ArrangeClassifier('eval')
])
# 定义训练和验证所用的数据集
train_dataset = pdrs.datasets.ClasDataset(
data_dir='tutorials/train/classification/DataSet',
file_list='tutorials/train/classification/DataSet/train_list.txt',
label_list='tutorials/train/classification/DataSet/label_list.txt',
transforms=train_transforms,
num_workers=0,
shuffle=True)
eval_dataset = pdrs.datasets.ClasDataset(
data_dir='tutorials/train/classification/DataSet',
file_list='tutorials/train/classification/DataSet/val_list.txt',
label_list='tutorials/train/classification/DataSet/label_list.txt',
transforms=eval_transforms,
num_workers=0,
shuffle=False)
# 初始化模型
num_classes = len(train_dataset.labels)
model = pdrs.tasks.clas.CondenseNetV2_b(in_channels=5, num_classes=num_classes)
# 进行训练
model.train(
num_epochs=100,
pretrain_weights=None,
train_dataset=train_dataset,
train_batch_size=4,
eval_dataset=eval_dataset,
learning_rate=3e-4,
save_dir='output/condensenetv2_b')

2
tutorials/train/classification/data/.gitignore vendored
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@ -1,3 +1,3 @@
*.zip
*.tar.gz
ucmerced/UCMerced_LandUse/
ucmerced/

21
tutorials/train/classification/data/ucmerced/labels.txt
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@ -1,21 +0,0 @@
agricultural
airplane
baseballdiamond
beach
buildings
chaparral
denseresidential
forest
freeway
golfcourse
harbor
intersection
mediumresidential
mobilehomepark
overpass
parkinglot
river
runway
sparseresidential
storagetanks
tenniscourt

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tutorials/train/classification/data/ucmerced/test.txt
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@ -1,315 +0,0 @@
UCMerced_LandUse/Images/agricultural/agricultural00.tif 0
UCMerced_LandUse/Images/agricultural/agricultural01.tif 0
UCMerced_LandUse/Images/agricultural/agricultural02.tif 0
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UCMerced_LandUse/Images/agricultural/agricultural09.tif 0
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UCMerced_LandUse/Images/agricultural/agricultural24.tif 0
UCMerced_LandUse/Images/agricultural/agricultural28.tif 0
UCMerced_LandUse/Images/agricultural/agricultural34.tif 0
UCMerced_LandUse/Images/agricultural/agricultural71.tif 0
UCMerced_LandUse/Images/agricultural/agricultural74.tif 0
UCMerced_LandUse/Images/agricultural/agricultural80.tif 0
UCMerced_LandUse/Images/agricultural/agricultural80.tif 0
UCMerced_LandUse/Images/agricultural/agricultural81.tif 0
UCMerced_LandUse/Images/agricultural/agricultural85.tif 0
UCMerced_LandUse/Images/airplane/airplane00.tif 1
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UCMerced_LandUse/Images/airplane/airplane34.tif 1
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UCMerced_LandUse/Images/river/river82.tif 16
UCMerced_LandUse/Images/river/river91.tif 16
UCMerced_LandUse/Images/river/river94.tif 16
UCMerced_LandUse/Images/river/river97.tif 16
UCMerced_LandUse/Images/runway/runway07.tif 17
UCMerced_LandUse/Images/runway/runway11.tif 17
UCMerced_LandUse/Images/runway/runway30.tif 17
UCMerced_LandUse/Images/runway/runway37.tif 17
UCMerced_LandUse/Images/runway/runway38.tif 17
UCMerced_LandUse/Images/runway/runway47.tif 17
UCMerced_LandUse/Images/runway/runway66.tif 17
UCMerced_LandUse/Images/runway/runway67.tif 17
UCMerced_LandUse/Images/runway/runway67.tif 17
UCMerced_LandUse/Images/runway/runway68.tif 17
UCMerced_LandUse/Images/runway/runway82.tif 17
UCMerced_LandUse/Images/runway/runway82.tif 17
UCMerced_LandUse/Images/runway/runway91.tif 17
UCMerced_LandUse/Images/runway/runway94.tif 17
UCMerced_LandUse/Images/runway/runway97.tif 17
UCMerced_LandUse/Images/sparseresidential/sparseresidential07.tif 18
UCMerced_LandUse/Images/sparseresidential/sparseresidential11.tif 18
UCMerced_LandUse/Images/sparseresidential/sparseresidential30.tif 18
UCMerced_LandUse/Images/sparseresidential/sparseresidential37.tif 18
UCMerced_LandUse/Images/sparseresidential/sparseresidential38.tif 18
UCMerced_LandUse/Images/sparseresidential/sparseresidential47.tif 18
UCMerced_LandUse/Images/sparseresidential/sparseresidential66.tif 18
UCMerced_LandUse/Images/sparseresidential/sparseresidential67.tif 18
UCMerced_LandUse/Images/sparseresidential/sparseresidential67.tif 18
UCMerced_LandUse/Images/sparseresidential/sparseresidential68.tif 18
UCMerced_LandUse/Images/sparseresidential/sparseresidential82.tif 18
UCMerced_LandUse/Images/sparseresidential/sparseresidential82.tif 18
UCMerced_LandUse/Images/sparseresidential/sparseresidential91.tif 18
UCMerced_LandUse/Images/sparseresidential/sparseresidential94.tif 18
UCMerced_LandUse/Images/sparseresidential/sparseresidential97.tif 18
UCMerced_LandUse/Images/storagetanks/storagetanks07.tif 19
UCMerced_LandUse/Images/storagetanks/storagetanks11.tif 19
UCMerced_LandUse/Images/storagetanks/storagetanks30.tif 19
UCMerced_LandUse/Images/storagetanks/storagetanks37.tif 19
UCMerced_LandUse/Images/storagetanks/storagetanks38.tif 19
UCMerced_LandUse/Images/storagetanks/storagetanks47.tif 19
UCMerced_LandUse/Images/storagetanks/storagetanks66.tif 19
UCMerced_LandUse/Images/storagetanks/storagetanks67.tif 19
UCMerced_LandUse/Images/storagetanks/storagetanks67.tif 19
UCMerced_LandUse/Images/storagetanks/storagetanks68.tif 19
UCMerced_LandUse/Images/storagetanks/storagetanks82.tif 19
UCMerced_LandUse/Images/storagetanks/storagetanks82.tif 19
UCMerced_LandUse/Images/storagetanks/storagetanks91.tif 19
UCMerced_LandUse/Images/storagetanks/storagetanks94.tif 19
UCMerced_LandUse/Images/storagetanks/storagetanks97.tif 19
UCMerced_LandUse/Images/tenniscourt/tenniscourt07.tif 20
UCMerced_LandUse/Images/tenniscourt/tenniscourt11.tif 20
UCMerced_LandUse/Images/tenniscourt/tenniscourt30.tif 20
UCMerced_LandUse/Images/tenniscourt/tenniscourt37.tif 20
UCMerced_LandUse/Images/tenniscourt/tenniscourt38.tif 20
UCMerced_LandUse/Images/tenniscourt/tenniscourt47.tif 20
UCMerced_LandUse/Images/tenniscourt/tenniscourt66.tif 20
UCMerced_LandUse/Images/tenniscourt/tenniscourt67.tif 20
UCMerced_LandUse/Images/tenniscourt/tenniscourt67.tif 20
UCMerced_LandUse/Images/tenniscourt/tenniscourt68.tif 20
UCMerced_LandUse/Images/tenniscourt/tenniscourt82.tif 20
UCMerced_LandUse/Images/tenniscourt/tenniscourt82.tif 20
UCMerced_LandUse/Images/tenniscourt/tenniscourt91.tif 20
UCMerced_LandUse/Images/tenniscourt/tenniscourt94.tif 20
UCMerced_LandUse/Images/tenniscourt/tenniscourt97.tif 20

6
tutorials/train/classification/hrnet.py
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@ -6,8 +6,6 @@
import paddlers as pdrs
from paddlers import transforms as T
# 下载文件存放目录
DOWNLOAD_DIR = './data/ucmerced/'
# 数据集存放目录
DATA_DIR = './data/ucmerced/'
# 训练集`file_list`文件路径
@ -20,8 +18,8 @@ LABEL_LIST_PATH = './data/ucmerced/labels.txt'
EXP_DIR = './output/hrnet/'
# 下载和解压UC Merced数据集
ucmerced_dataset = 'http://weegee.vision.ucmerced.edu/datasets/UCMerced_LandUse.zip'
pdrs.utils.download_and_decompress(ucmerced_dataset, path=DOWNLOAD_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/ucmerced.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行

6
tutorials/train/classification/mobilenetv3.py
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@ -6,8 +6,6 @@
import paddlers as pdrs
from paddlers import transforms as T
# 下载文件存放目录
DOWNLOAD_DIR = './data/ucmerced/'
# 数据集存放目录
DATA_DIR = './data/ucmerced/'
# 训练集`file_list`文件路径
@ -20,8 +18,8 @@ LABEL_LIST_PATH = './data/ucmerced/labels.txt'
EXP_DIR = './output/mobilenetv3/'
# 下载和解压UC Merced数据集
ucmerced_dataset = 'http://weegee.vision.ucmerced.edu/datasets/UCMerced_LandUse.zip'
pdrs.utils.download_and_decompress(ucmerced_dataset, path=DOWNLOAD_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/ucmerced.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行

6
tutorials/train/classification/resnet50_vd.py
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@ -6,8 +6,6 @@
import paddlers as pdrs
from paddlers import transforms as T
# 下载文件存放目录
DOWNLOAD_DIR = './data/ucmerced/'
# 数据集存放目录
DATA_DIR = './data/ucmerced/'
# 训练集`file_list`文件路径
@ -20,8 +18,8 @@ LABEL_LIST_PATH = './data/ucmerced/labels.txt'
EXP_DIR = './output/resnet50_vd/'
# 下载和解压UC Merced数据集
ucmerced_dataset = 'http://weegee.vision.ucmerced.edu/datasets/UCMerced_LandUse.zip'
pdrs.utils.download_and_decompress(ucmerced_dataset, path=DOWNLOAD_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/ucmerced.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行

22
tutorials/train/object_detection/faster_rcnn.py
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@ -8,23 +8,20 @@ import os
import paddlers as pdrs
from paddlers import transforms as T
# 下载文件存放目录
DOWNLOAD_DIR = './data/sarship/'
# 数据集存放目录
DATA_DIR = './data/sarship/sar_ship_1/'
DATA_DIR = './data/sarship/'
# 训练集`file_list`文件路径
TRAIN_FILE_LIST_PATH = './data/sarship/sar_ship_1/train.txt'
TRAIN_FILE_LIST_PATH = './data/sarship/train.txt'
# 验证集`file_list`文件路径
EVAL_FILE_LIST_PATH = './data/sarship/sar_ship_1/valid.txt'
EVAL_FILE_LIST_PATH = './data/sarship/eval.txt'
# 数据集类别信息文件路径
LABEL_LIST_PATH = './data/sarship/sar_ship_1/labels.txt'
LABEL_LIST_PATH = './data/sarship/labels.txt'
# 实验目录，保存输出的模型权重和结果
EXP_DIR = './output/faster_rcnn/'
# 下载和解压SAR影像舰船检测数据集
sarship_dataset = 'https://paddleseg.bj.bcebos.com/dataset/sar_ship_1.tar.gz'
if not os.path.exists(DATA_DIR):
pdrs.utils.download_and_decompress(sarship_dataset, path=DOWNLOAD_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/sarship.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行
@ -32,18 +29,13 @@ if not os.path.exists(DATA_DIR):
train_transforms = T.Compose([
# 读取影像
T.DecodeImg(),
# 对输入影像施加随机色彩扰动
T.RandomDistort(),
# 在影像边界进行随机padding
T.RandomExpand(),
# 随机裁剪，裁块大小在一定范围内变动
T.RandomCrop(),
# 随机水平翻转
T.RandomHorizontalFlip(),
# 对batch进行随机缩放，随机选择插值方式
T.BatchRandomResize(
target_sizes=[320, 352, 384, 416, 448, 480, 512, 544, 576, 608],
interp='RANDOM'),
target_sizes=[512, 544, 576, 608], interp='RANDOM'),
# 影像归一化
T.Normalize(
mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225]),

25
tutorials/train/object_detection/ppyolo.py
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@ -8,24 +8,20 @@ import os
import paddlers as pdrs
from paddlers import transforms as T
# 下载文件存放目录
DOWNLOAD_DIR = './data/sarship/'
# 数据集存放目录
DATA_DIR = './data/sarship/sar_ship_1/'
DATA_DIR = './data/sarship/'
# 训练集`file_list`文件路径
TRAIN_FILE_LIST_PATH = './data/sarship/sar_ship_1/train.txt'
TRAIN_FILE_LIST_PATH = './data/sarship/train.txt'
# 验证集`file_list`文件路径
EVAL_FILE_LIST_PATH = './data/sarship/sar_ship_1/valid.txt'
EVAL_FILE_LIST_PATH = './data/sarship/eval.txt'
# 数据集类别信息文件路径
LABEL_LIST_PATH = './data/sarship/sar_ship_1/labels.txt'
LABEL_LIST_PATH = './data/sarship/labels.txt'
# 实验目录，保存输出的模型权重和结果
EXP_DIR = './output/ppyolo/'
# 下载和解压SAR影像舰船检测数据集
# 若目录已存在则不重复下载
sarship_dataset = 'https://paddleseg.bj.bcebos.com/dataset/sar_ship_1.tar.gz'
if not os.path.exists(DATA_DIR):
pdrs.utils.download_and_decompress(sarship_dataset, path=DOWNLOAD_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/sarship.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行
@ -33,18 +29,13 @@ if not os.path.exists(DATA_DIR):
train_transforms = T.Compose([
# 读取影像
T.DecodeImg(),
# 对输入影像施加随机色彩扰动
T.RandomDistort(),
# 在影像边界进行随机padding
T.RandomExpand(),
# 随机裁剪，裁块大小在一定范围内变动
T.RandomCrop(),
# 随机水平翻转
T.RandomHorizontalFlip(),
# 对batch进行随机缩放，随机选择插值方式
T.BatchRandomResize(
target_sizes=[320, 352, 384, 416, 448, 480, 512, 544, 576, 608],
interp='RANDOM'),
target_sizes=[512, 544, 576, 608], interp='RANDOM'),
# 影像归一化
T.Normalize(
mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225]),
@ -96,7 +87,7 @@ model.train(
# 指定预训练权重
pretrain_weights='COCO',
# 初始学习率大小
learning_rate=0.0005,
learning_rate=0.0001,
# 学习率预热（learning rate warm-up）步数与初始值
warmup_steps=0,
warmup_start_lr=0.0,

23
tutorials/train/object_detection/ppyolotiny.py
Unescape View File

@ -8,24 +8,20 @@ import os
import paddlers as pdrs
from paddlers import transforms as T
# 下载文件存放目录
DOWNLOAD_DIR = './data/sarship/'
# 数据集存放目录
DATA_DIR = './data/sarship/sar_ship_1/'
DATA_DIR = './data/sarship/'
# 训练集`file_list`文件路径
TRAIN_FILE_LIST_PATH = './data/sarship/sar_ship_1/train.txt'
TRAIN_FILE_LIST_PATH = './data/sarship/train.txt'
# 验证集`file_list`文件路径
EVAL_FILE_LIST_PATH = './data/sarship/sar_ship_1/valid.txt'
EVAL_FILE_LIST_PATH = './data/sarship/eval.txt'
# 数据集类别信息文件路径
LABEL_LIST_PATH = './data/sarship/sar_ship_1/labels.txt'
LABEL_LIST_PATH = './data/sarship/labels.txt'
# 实验目录，保存输出的模型权重和结果
EXP_DIR = './output/ppyolotiny/'
# 下载和解压SAR影像舰船检测数据集
# 若目录已存在则不重复下载
sarship_dataset = 'https://paddleseg.bj.bcebos.com/dataset/sar_ship_1.tar.gz'
if not os.path.exists(DATA_DIR):
pdrs.utils.download_and_decompress(sarship_dataset, path=DOWNLOAD_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/sarship.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行
@ -33,18 +29,13 @@ if not os.path.exists(DATA_DIR):
train_transforms = T.Compose([
# 读取影像
T.DecodeImg(),
# 对输入影像施加随机色彩扰动
T.RandomDistort(),
# 在影像边界进行随机padding
T.RandomExpand(),
# 随机裁剪，裁块大小在一定范围内变动
T.RandomCrop(),
# 随机水平翻转
T.RandomHorizontalFlip(),
# 对batch进行随机缩放，随机选择插值方式
T.BatchRandomResize(
target_sizes=[320, 352, 384, 416, 448, 480, 512, 544, 576, 608],
interp='RANDOM'),
target_sizes=[512, 544, 576, 608], interp='RANDOM'),
# 影像归一化
T.Normalize(
mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225]),

25
tutorials/train/object_detection/ppyolov2.py
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@ -8,24 +8,20 @@ import os
import paddlers as pdrs
from paddlers import transforms as T
# 下载文件存放目录
DOWNLOAD_DIR = './data/sarship/'
# 数据集存放目录
DATA_DIR = './data/sarship/sar_ship_1/'
DATA_DIR = './data/sarship/'
# 训练集`file_list`文件路径
TRAIN_FILE_LIST_PATH = './data/sarship/sar_ship_1/train.txt'
TRAIN_FILE_LIST_PATH = './data/sarship/train.txt'
# 验证集`file_list`文件路径
EVAL_FILE_LIST_PATH = './data/sarship/sar_ship_1/valid.txt'
EVAL_FILE_LIST_PATH = './data/sarship/eval.txt'
# 数据集类别信息文件路径
LABEL_LIST_PATH = './data/sarship/sar_ship_1/labels.txt'
LABEL_LIST_PATH = './data/sarship/labels.txt'
# 实验目录，保存输出的模型权重和结果
EXP_DIR = './output/ppyolov2/'
EXP_DIR = './output/ppyolo2/'
# 下载和解压SAR影像舰船检测数据集
# 若目录已存在则不重复下载
sarship_dataset = 'https://paddleseg.bj.bcebos.com/dataset/sar_ship_1.tar.gz'
if not os.path.exists(DATA_DIR):
pdrs.utils.download_and_decompress(sarship_dataset, path=DOWNLOAD_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/sarship.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行
@ -33,18 +29,13 @@ if not os.path.exists(DATA_DIR):
train_transforms = T.Compose([
# 读取影像
T.DecodeImg(),
# 对输入影像施加随机色彩扰动
T.RandomDistort(),
# 在影像边界进行随机padding
T.RandomExpand(),
# 随机裁剪，裁块大小在一定范围内变动
T.RandomCrop(),
# 随机水平翻转
T.RandomHorizontalFlip(),
# 对batch进行随机缩放，随机选择插值方式
T.BatchRandomResize(
target_sizes=[320, 352, 384, 416, 448, 480, 512, 544, 576, 608],
interp='RANDOM'),
target_sizes=[512, 544, 576, 608], interp='RANDOM'),
# 影像归一化
T.Normalize(
mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225]),

23
tutorials/train/object_detection/yolov3.py
Unescape View File

@ -8,24 +8,20 @@ import os
import paddlers as pdrs
from paddlers import transforms as T
# 下载文件存放目录
DOWNLOAD_DIR = './data/sarship/'
# 数据集存放目录
DATA_DIR = './data/sarship/sar_ship_1/'
DATA_DIR = './data/sarship/'
# 训练集`file_list`文件路径
TRAIN_FILE_LIST_PATH = './data/sarship/sar_ship_1/train.txt'
TRAIN_FILE_LIST_PATH = './data/sarship/train.txt'
# 验证集`file_list`文件路径
EVAL_FILE_LIST_PATH = './data/sarship/sar_ship_1/valid.txt'
EVAL_FILE_LIST_PATH = './data/sarship/eval.txt'
# 数据集类别信息文件路径
LABEL_LIST_PATH = './data/sarship/sar_ship_1/labels.txt'
LABEL_LIST_PATH = './data/sarship/labels.txt'
# 实验目录，保存输出的模型权重和结果
EXP_DIR = './output/yolov3/'
# 下载和解压SAR影像舰船检测数据集
# 若目录已存在则不重复下载
sarship_dataset = 'https://paddleseg.bj.bcebos.com/dataset/sar_ship_1.tar.gz'
if not os.path.exists(DATA_DIR):
pdrs.utils.download_and_decompress(sarship_dataset, path=DOWNLOAD_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/sarship.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行
@ -33,18 +29,13 @@ if not os.path.exists(DATA_DIR):
train_transforms = T.Compose([
# 读取影像
T.DecodeImg(),
# 对输入影像施加随机色彩扰动
T.RandomDistort(),
# 在影像边界进行随机padding
T.RandomExpand(),
# 随机裁剪，裁块大小在一定范围内变动
T.RandomCrop(),
# 随机水平翻转
T.RandomHorizontalFlip(),
# 对batch进行随机缩放，随机选择插值方式
T.BatchRandomResize(
target_sizes=[320, 352, 384, 416, 448, 480, 512, 544, 576, 608],
interp='RANDOM'),
target_sizes=[512, 544, 576, 608], interp='RANDOM'),
# 影像归一化
T.Normalize(
mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225]),

14
tutorials/train/semantic_segmentation/deeplabv3p.py
Unescape View File

@ -6,16 +6,14 @@
import paddlers as pdrs
from paddlers import transforms as T
# 下载文件存放目录
DOWNLOAD_DIR = './data/rsseg/'
# 数据集存放目录
DATA_DIR = './data/rsseg/remote_sensing_seg/'
DATA_DIR = './data/rsseg/'
# 训练集`file_list`文件路径
TRAIN_FILE_LIST_PATH = './data/rsseg/remote_sensing_seg/train.txt'
TRAIN_FILE_LIST_PATH = './data/rsseg/train.txt'
# 验证集`file_list`文件路径
EVAL_FILE_LIST_PATH = './data/rsseg/remote_sensing_seg/val.txt'
EVAL_FILE_LIST_PATH = './data/rsseg/val.txt'
# 数据集类别信息文件路径
LABEL_LIST_PATH = './data/rsseg/remote_sensing_seg/labels.txt'
LABEL_LIST_PATH = './data/rsseg/labels.txt'
# 实验目录，保存输出的模型权重和结果
EXP_DIR = './output/deeplabv3p/'
@ -23,8 +21,8 @@ EXP_DIR = './output/deeplabv3p/'
NUM_BANDS = 10
# 下载和解压多光谱地块分类数据集
seg_dataset = 'https://paddleseg.bj.bcebos.com/dataset/remote_sensing_seg.zip'
pdrs.utils.download_and_decompress(seg_dataset, path=DOWNLOAD_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/rsseg.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行

60
tutorials/train/semantic_segmentation/run_with_clean_log.py
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@ -1,60 +0,0 @@
#!/usr/bin/env python
import sys
import subprocess
from io import RawIOBase
class StreamFilter(RawIOBase):
def __init__(self, conds, stream):
super().__init__()
self.conds = conds
self.stream = stream
def readinto(self, _):
pass
def write(self, msg):
if all(cond(msg) for cond in self.conds):
self.stream.write(msg)
else:
pass
class CleanLog(object):
def __init__(self, filter_, stream_name):
self.filter = filter_
self.stream_name = stream_name
self.old_stream = getattr(sys, stream_name)
def __enter__(self):
setattr(sys, self.stream_name, self.filter)
def __exit__(self, exc_type, exc_value, traceback):
setattr(sys, self.stream_name, self.old_stream)
if __name__ == '__main__':
if len(sys.argv) < 2:
raise TypeError("请指定需要运行的脚本！")
tar_file = sys.argv[1]
gdal_filter = StreamFilter([
lambda msg: "Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel." not in msg
], sys.stdout)
with CleanLog(gdal_filter, 'stdout'):
proc = subprocess.Popen(
["python", tar_file],
stderr=subprocess.STDOUT,
stdout=subprocess.PIPE,
text=True)
while True:
try:
out_line = proc.stdout.readline()
if out_line == '' and proc.poll() is not None:
break
if out_line:
print(out_line, end='')
except KeyboardInterrupt:
import signal
proc.send_signal(signal.SIGINT)

14
tutorials/train/semantic_segmentation/unet.py
Unescape View File

@ -6,16 +6,14 @@
import paddlers as pdrs
from paddlers import transforms as T
# 下载文件存放目录
DOWNLOAD_DIR = './data/rsseg/'
# 数据集存放目录
DATA_DIR = './data/rsseg/remote_sensing_seg/'
DATA_DIR = './data/rsseg/'
# 训练集`file_list`文件路径
TRAIN_FILE_LIST_PATH = './data/rsseg/remote_sensing_seg/train.txt'
TRAIN_FILE_LIST_PATH = './data/rsseg/train.txt'
# 验证集`file_list`文件路径
EVAL_FILE_LIST_PATH = './data/rsseg/remote_sensing_seg/val.txt'
EVAL_FILE_LIST_PATH = './data/rsseg/val.txt'
# 数据集类别信息文件路径
LABEL_LIST_PATH = './data/rsseg/remote_sensing_seg/labels.txt'
LABEL_LIST_PATH = './data/rsseg/labels.txt'
# 实验目录，保存输出的模型权重和结果
EXP_DIR = './output/unet/'
@ -23,8 +21,8 @@ EXP_DIR = './output/unet/'
NUM_BANDS = 10
# 下载和解压多光谱地块分类数据集
seg_dataset = 'https://paddleseg.bj.bcebos.com/dataset/remote_sensing_seg.zip'
pdrs.utils.download_and_decompress(seg_dataset, path=DOWNLOAD_DIR)
pdrs.utils.download_and_decompress(
'https://paddlers.bj.bcebos.com/datasets/rsseg.zip', path='./data/')
# 定义训练和验证时使用的数据变换（数据增强、预处理等）
# 使用Compose组合多种变换方式。Compose中包含的变换将按顺序串行执行

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