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Open Source Computer Vision Library https://opencv.org/
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opencv/samples/dnn
Dmitry Kurtaev 8e4fe30db6
Unite deep learning image classification samples 		7 years ago
..
face_detector Misc. ./samples typos 7 years ago
CMakeLists.txt cmake: refactored scripts with samples building: 7 years ago
README.md Unite deep learning image classification samples 7 years ago
classification.cpp Unite deep learning image classification samples 7 years ago
classification.py Unite deep learning image classification samples 7 years ago
classification_classes_ILSVRC2012.txt Unite deep learning image classification samples 7 years ago
colorization.cpp Merge pull request #10777 from berak:dnn_colorize_cpp 7 years ago
colorization.py Merge pull request #10777 from berak:dnn_colorize_cpp 7 years ago
fast_neural_style.py Layers for fast-neural-style models: https://github.com/jcjohnson/fast-neural-style 8 years ago
fcn_semsegm.cpp Implementation of bit-exact resize. Internal calls to linear resize updated to use bit-exact version. (#9468) 7 years ago
js_face_recognition.html Test for FP16 version of OpenCV face detection network 7 years ago
mobilenet_ssd_accuracy.py Specific version of MobileNet-SSD from TensorFlow 8 years ago
object_detection.cpp Unite deep learning image classification samples 7 years ago
object_detection.py Unite deep learning image classification samples 7 years ago
object_detection_classes_coco.txt Unite deep learning object detection samples 7 years ago
object_detection_classes_pascal_voc.txt Unite deep learning object detection samples 7 years ago
openpose.py Intel Inference Engine deep learning backend (#10608) 7 years ago
shrink_tf_graph_weights.py Text TensorFlow graphs parsing. MobileNet-SSD for 90 classes. 8 years ago
tf_text_graph_ssd.py Use only absolute prior boxes explicit sizes. Remove scales attributes. (#10874) 7 years ago
torch_enet.cpp crop parameter usage in blobFromImage() calls 8 years ago

README.md

OpenCV deep learning module samples

Model Zoo

Object detection

Model Scale Size WxH Mean subtraction Channels order
MobileNet-SSD, Caffe 0.00784 (2/255) 300x300 127.5 127.5 127.5 BGR
OpenCV face detector 1.0 300x300 104 177 123 BGR
SSDs from TensorFlow 0.00784 (2/255) 300x300 127.5 127.5 127.5 RGB
YOLO 0.00392 (1/255) 416x416 0 0 0 RGB
VGG16-SSD 1.0 300x300 104 117 123 BGR
Faster-RCNN 1.0 800x600 102.9801, 115.9465, 122.7717 BGR
R-FCN 1.0 800x600 102.9801 115.9465 122.7717 BGR

Classification

Model Scale Size WxH Mean subtraction Channels order
GoogLeNet 1.0 224x224 104 117 123 BGR
SqueezeNet 1.0 227x227 0 0 0 BGR

References