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• f2ddc96334
  Add `IS_JETSON` constant (#9852) main Glenn Jocher 2024-04-08 12:25:02 +0200
• 01b34a483c
  `ultralytics 8.1.45` fix RAM cache with mosaic buffer (#9828) Glenn Jocher 2024-04-08 00:44:13 +0200
• 5e3da9bbf9
  PEP660 support for `pip install -e .` (#9851) Glenn Jocher 2024-04-07 21:37:28 +0200
• 9b7a0c82fd
  Fix missing Tuner `ckpt_file` (#9847) Glenn Jocher 2024-04-07 17:05:47 +0200
• 7d891a4aa4
  `ultralytics 8.1.44` add `IS_RASPBERRYPI` and constants refactor (#9827) Glenn Jocher 2024-04-07 00:47:12 +0200
• 3f34a7c3af
  New `is_raspberrypi` function (#9826) Glenn Jocher 2024-04-07 00:05:32 +0200
• 79bb931e74
  Update example dataset visual (#9559) Ivor Zhu 2024-04-06 16:18:07 -0400
• fcb0641d7f
  Fix `is_online()` for faster offline imports (#9544) khoalu 2024-04-07 02:33:22 +0700
• a2628657a1
  `ultralytics 8.1.43` 40% faster `ultralytics` imports (#9547) Glenn Jocher 2024-04-05 15:29:09 +0200
• 99c61d6f7b
  Add https://youtu.be/LGGxqLZtvuw to docs & bbox dimension retrieval utilities. (#9679) Muhammad Rizwan Munawar 2024-04-05 18:25:58 +0500
• e597bed2f2
  Solutions updates (#9548) Muhammad Rizwan Munawar 2024-04-05 12:46:53 +0500
• 207bba108f
  Add TF.js Docs Integrations Page (#9512) Abirami Vina 2024-04-03 17:46:04 +0530
• 81d23cb961
  Add https://youtu.be/eHuzCNZeu0g to docs and integration updates (#9525) Muhammad Rizwan Munawar 2024-04-03 17:08:33 +0500
• 3208eb72ef
  `ultralytics 8.1.42` add YOLOv9 Segment models (#9296) Burhan 2024-04-02 06:24:29 -0400
• 1e547e60a0
  Fix learning rate gap on resume (#9468) Laughing 2024-04-02 17:55:11 +0800
• e5f4f5c8b9
  Fix Windows AttributeError: 'NoneType' object has no attribute 'encoding' (#9496) gs80140 2024-04-02 17:46:54 +0800
• de2641fad7
  New 🌟 Queue-Management code & docs (#9494) Muhammad Rizwan Munawar 2024-04-02 13:43:07 +0500
• b3ac2f3951
  Add NVIDIA Jetson Quick Start Guide (#9484) Lakshantha Dissanayake 2024-04-02 01:31:15 -0700
• 2f77b2efbb
  Fix TensorRT inference issue on NVIDIA Jetson (#9482) Lakshantha Dissanayake 2024-04-02 01:23:59 -0700
• 959acf67db
  `ultralytics 8.1.41` DDP resume untrained-checkpoint fix (#9453) Glenn Jocher 2024-04-01 19:46:04 +0200
• 2cee8893d9
  Define export formats `model.names` attribute (#9474) Glenn Jocher 2024-04-01 18:53:44 +0200
• 80c59e2461
  Retry `check_requirements` once on failure (#9466) Glenn Jocher 2024-04-01 13:31:30 +0200
• 5268ca14eb
  Fix LVIS dataset links (#9465) Glenn Jocher 2024-04-01 12:26:17 +0200
• ea527507fe
  `ultralytics 8.1.40` search in Python sets `{}` for speed (#9450) Glenn Jocher 2024-04-01 00:16:52 +0200
• 30484d5925
  FROM pytorch/pytorch:2.2.2-cuda12.1-cudnn8-runtime (#9452) Glenn Jocher 2024-03-31 21:14:04 +0200
• cd172e9d12
  Scope `ultralytics/CLIP` imports (#9449) Glenn Jocher 2024-03-31 19:07:59 +0200
• 7df821e6ea
  Deprecations fix `TORCH_NCCL_BLOCKING_WAIT` (#9448) Glenn Jocher 2024-03-31 18:36:50 +0200
• aa756069d4
  Fix YAML model size parsing bug (#9447) Glenn Jocher 2024-03-31 18:34:02 +0200
• e9187c1296
  `ultralytics 8.1.39` add YOLO-World training (#9268) Laughing 2024-03-31 22:30:17 +0800
• 18036908d4
  New 🌟 per-class object counting feature and updates (#9443) Muhammad Rizwan Munawar 2024-03-31 19:05:20 +0500
• 1703025e8e
  Save optimizer as FP16 for smaller checkpoints (#9435) Glenn Jocher 2024-03-31 15:11:42 +0200
• b530a3004e
  Define fallback `model.names` from Predictor (#9439) Glenn Jocher 2024-03-31 06:33:43 +0200
• 7ea2007326
  Favor EMA over `model` in train checkpoints (#9433) Glenn Jocher 2024-03-31 06:14:22 +0200
• 479afce4a8
  Immediate checkpoint serialization (#9437) Glenn Jocher 2024-03-31 05:53:34 +0200
• eed01a2cf3
  Faster `best.pt` checkpoint saving (#9436) Glenn Jocher 2024-03-31 05:01:30 +0200
• ea80b14d72
  `ultralytics 8.1.38` fix deprecated Ray Tune `.is_session_enabled()` (#9432) Glenn Jocher 2024-03-31 00:13:05 +0100
• 007f778b72
  Fix TFLite Segment mask rows 1-4 normalization (#9405) Charles Ollion 2024-03-30 23:13:03 +0100
• 30a867b8d7
  Update parameter explanations (#9428) fatih cagatay akyon 2024-03-31 01:09:57 +0300
• 6a25fb243d
  Fix `None` `prevKeyPoints` for multi-object tracking (#9386) Moses 2024-03-30 14:59:57 -0700
• 1ca14a9ad0
  onnxruntime cpp yolo-cls fp16 fix (#9412) Myyura 2024-03-31 05:58:57 +0800
• 03d0ffd9f5
  Improved float `workspace` arg for TRT exports (#9407) Jiacong Fang 2024-03-29 23:22:32 +0800
• 4a7ccba0af
  `ultralytics 8.1.37` fix empty `sys.argv` bug (#9390) Glenn Jocher 2024-03-29 03:20:39 +0100
• ed2250cf1c
  `ultralytics 8.1.36` improve train stop robustness `epoch + 1 >= self.epochs` (#9384) Glenn Jocher 2024-03-28 17:28:20 +0100
• 3aeb058e82
  `ultralytics 8.1.35` simplify network modules (#9321) Laughing 2024-03-28 04:28:23 +0800
• e84e11724b
  Specify YOLODataset task arg during INT8 calibration (#9309) sifan-intel 2024-03-28 04:00:57 +0800
• d4072f76b2
  Fix typo in example readme (#9306) Eric Hanson 2024-03-27 20:52:18 +0100
• 978a3ca61c
  Simplify metrics calculation (#9338) Kayzwer 2024-03-28 03:50:57 +0800
• 1325889305
  Fix typo in YOLOv8-Libtorch-CPP-Inference (#9330) higor-melo 2024-03-27 15:31:42 -0300
• 898cbcdc08
  Add https://youtu.be/u3pLlgzUeV8 to docs (#9367) Muhammad Rizwan Munawar 2024-03-27 23:18:26 +0500
• 6a2fddfb46
  Bump contributor-assistant/github-action from 2.3.1 to 2.3.2 in /.github/workflows (#9279) dependabot[bot] 2024-03-25 10:39:56 +0100
• 5be2ffbd13
  `ultralytics 8.1.34` Inference API robust imgsz checks (#9274) Glenn Jocher 2024-03-25 02:00:38 +0100
• dcb953bc41
  Add https://youtu.be/uDrn9QZJ2lk and `object_counting.py`, `ai_gym.py` updates (#9265) Muhammad Rizwan Munawar 2024-03-24 22:22:17 +0500
• 281e07d7e6
  Update Discord and Contributing Guide URLs (#9270) Glenn Jocher 2024-03-24 18:19:53 +0100
• ec1d110689
  `ultralytics 8.1.33` fix HUB model checks (#9153) Kalen Michael 2024-03-24 06:14:15 +0100
• fc6c66a4a4
  Fix OpenVINO missing batch-size bug (#9264) Glenn Jocher 2024-03-24 05:56:37 +0100
• 8d31c50856
  Update pyproject.toml `[tool.pytest.ini_options]` (#9259) Glenn Jocher 2024-03-24 02:54:25 +0100
• 33607ca278
  Add `bgr` hyperparameter (#9139) Laughing 2024-03-24 06:17:00 +0800
• e706c7f625
  Reverse IoU threshold for NMS docs descriptions (#9151) Dzmitry Plashchynski 2024-03-23 23:25:33 +0300
• ebbbdd7e25
  Fix `IS_PYTHON_3_12` bug (#9258) Glenn Jocher 2024-03-23 21:18:15 +0100
• 35233822d8
  Conda cv2 ImportError libEGL.so.1 fix (#9255) Glenn Jocher 2024-03-23 19:43:09 +0100
• 6de99a29e6
  `ultralytics 8.1.32` fix CLIP backwards compatibility (#9253) Glenn Jocher 2024-03-23 18:39:22 +0100
• 7d2e94bbe2
  Limit `ray<2.9.3` due to bug in `ray==2.10.0` (#9254) Glenn Jocher 2024-03-23 18:27:14 +0100
• 8bb2cdaf6c
  Add TF SavedModel Docs Integrations Page (#9162) Abirami Vina 2024-03-23 20:59:05 +0530
• fbb180da36
  Add https://youtu.be/aeAX6vWpfR0 to docs & `african-wildlife` dataset docs page (#9102) Muhammad Rizwan Munawar 2024-03-23 20:20:06 +0500
• 528793f452
  Fix TypeError in check_cfg() (#9245) zhaoruibing 2024-03-23 08:09:28 -0700
• 3c179f87cb
  `ultralytics 8.1.31` NCNN and CLIP updates (#9235) Glenn Jocher 2024-03-22 15:51:50 -0700
• 41c2d8d99f
  Add TF GraphDef Docs Integrations Page (#9203) Abirami Vina 2024-03-22 22:44:02 +0530
• 292e028779
  fix yolo classify model loading error (#9196) Mo Li 2024-03-23 01:04:34 +0800
• 8617fcf32d
  `ultralytics 8.1.30` add advanced HUB train arguments (#9110) Kalen Michael 2024-03-20 23:53:00 +0100
• a62cdab53a
  Updating a typo on paddlepaddle.md (#9108) Abirami Vina 2024-03-20 10:42:41 +0530
• 630ee4518b
  Fix Neural Magic links (#9144) Glenn Jocher 2024-03-19 22:08:39 -0700
• e4afd47a6e
  Add `brain-tumor` dataset docs page (#9041) Muhammad Rizwan Munawar 2024-03-19 10:13:01 +0500
• f9edac6a08
  Add OpenVINO Latency vs Throughput modes Docs page (#9001) Glenn Jocher 2024-03-17 14:26:15 +0100
• ab712288f7
  `ultralytics 8.1.29` improved disk space checking on correct path (#8977) Glenn Jocher 2024-03-16 01:54:45 +0100
• b44e184041
  Add https://youtu.be/YDXKa1EljmU and https://youtu.be/5BO0Il_YYAg to Docs (#8958) Muhammad Rizwan Munawar 2024-03-15 22:16:47 +0500
• 2d513a9e4b
  `ultralytics 8.1.28` avoid * ops on bool Tensors for RT-DETR OpenVINO export (#8937) Kayzwer 2024-03-15 08:20:10 +0800
• bc34ae560b Auto-format by https://ultralytics.com/actions UltralyticsAssistant 2024-03-15 00:12:44 +0000
• 368abb4cc8
  Optimize TFJS export on ARM64 (#8946) Lakshantha Dissanayake 2024-03-14 17:12:22 -0700
• 82e8daef72
  New test for labels and crops (#8861) Burhan 2024-03-14 16:02:28 -0400
• 58a05f8e70
  Fix `names` bug when exporting YOLOv8-World to ONNX (#8941) Jamjamjon 2024-03-15 02:46:56 +0800
• 5c1277113b
  Update Docs README (#8919) Glenn Jocher 2024-03-13 16:17:57 +0100
• e8de3fa693
  Add TFLite Edge TPU Docs Integrations Page (#8900) Abirami Vina 2024-03-13 18:56:42 +0530
• 014f0b4b8d
  Add polygon regions drawing support in `object-counting.md` and minor docs update (#8885) Muhammad Rizwan Munawar 2024-03-12 16:18:13 +0500
• 3623d62ea8
  Fix `test_mlflow_keep_run_active()` (#8868) Glenn Jocher 2024-03-11 21:57:43 +0100
• d24ead447e
  More robust PNNX downloads (#8866) Glenn Jocher 2024-03-11 20:13:49 +0100
• 617ab21523
  Faster batch `same_shapes` (#8851) Glenn Jocher 2024-03-11 19:53:35 +0100
• 2ea6b2b889
  `ultralytics 8.1.27` batched tracking fixes (#8842) Laughing 2024-03-12 02:29:41 +0800
• 3555785167
  Add PaddlePaddle Docs Integrations Page (#8858) Abirami Vina 2024-03-11 23:32:37 +0530
• 7638c5ce4d
  Integrate OpenVINO `CUMULATIVE_THROUGHPUT` mode batched inference (#8834) Glenn Jocher 2024-03-11 18:50:29 +0100
• ff8ae0d2e2
  Batch inference fixes (#8854) Burhan 2024-03-11 12:14:03 -0400
• 5893d4483e
  Update `fraction` arg to employ a random selection (#8234) Johnny 2024-03-11 12:02:23 +0100
• 7451ca1f54
  `ultralytics 8.1.26` `LoadImagesAndVideos` batched inference (#8817) Glenn Jocher 2024-03-10 19:15:44 +0100
• 1f9667fff2
  New `MLFLOW_KEEP_RUN_ACTIVE` flag for enhanced MLflow run management (#8808) Massimiliano Riva 2024-03-10 18:28:57 +0100
• af6c02c39b
  `RTDETRDetectionModel` TorchScript, ONNX Predict and Val support (#8818) Glenn Jocher 2024-03-09 23:25:01 +0100
• 911d18e4f3
  Add docs guide terminal images (#8819) Burhan 2024-03-09 17:03:42 -0500
• 2bc605f32a
  `ultralytics 8.1.25` fix `**kwargs: (dict)` warnings (#8815) Glenn Jocher 2024-03-09 18:51:38 +0100
• f8f62bc649
  Add https://youtu.be/ZzUSXQkLbNw to Integration Docs (#8793) Muhammad Rizwan Munawar 2024-03-08 20:03:31 +0500
• 083fd0203c
  Update CI.md with CI links (#8786) Glenn Jocher 2024-03-08 16:02:53 +0100
• 10bb39d828
  Modify tuner best.pt logic to train first (#8792) Finlay Morrison 2024-03-08 14:57:12 +0000
• e45146f25d
  Fix tfjs exports for ARM64 Dockerfile (#8766) Lakshantha Dissanayake 2024-03-07 13:12:08 -0800