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Add YOLO object detection model #552
Commits on Feb 2, 2021
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Commits on Feb 9, 2021
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Use torch.min() instead of torch.minimum() to avoid error with older …
…PyTorch versions.
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Commits on Feb 12, 2021
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Generalized interface for custom losses
* IoU loss functions take image space coordinates as input.
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box_area() implementation copied from torchvision
* box_area() is not found from the version of torchvision used by the test suite.
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Commits on Feb 15, 2021
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Removed the unnecessary linter instructions.
Co-authored-by: Akihiro Nitta <nitta@akihironitta.com>
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* IoU losses take the diagnoal of torchvision iou ops instead of implementing their own elementwise ops. * Quotes replaced with double quotes in docstrings. * Import _TORCHVISION_AVAILABLE from pl_bolts.
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Merge branch 'yolo' of github.com:groke-technologies/pytorch-lightnin…
…g-bolts into yolo
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Improved strange yapf formatting
Co-authored-by: Akihiro Nitta <nitta@akihironitta.com>
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* YOLO written with all caps in class names * Generic way to specify optimizer and LR scheduler
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Merge branch 'yolo' of github.com:groke-technologies/pytorch-lightnin…
…g-bolts into yolo
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Co-authored-by: Akihiro Nitta <nitta@akihironitta.com>
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Co-authored-by: Akihiro Nitta <nitta@akihironitta.com>
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Merge branch 'yolo' of github.com:groke-technologies/pytorch-lightnin…
…g-bolts into yolo
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Commits on Feb 16, 2021
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Commits on Feb 24, 2021
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Commits on Mar 4, 2021
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Commits on Mar 8, 2021
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Commits on Mar 23, 2021
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Refactoring and documentation improvements
* Synchronize validation and test step logging calls * Log losses to progress bar
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Commits on Mar 24, 2021
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Commits on Mar 31, 2021
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Commits on Apr 1, 2021
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Commits on Apr 10, 2021
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Network input size can differ from the image size specified in the co…
…nfiguration * Image size is given to detection layer forward() instead of the constructor to allow variable image sizes. * Use default data type for torch.arange() to fix export to TensorRT.
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Merge branch 'yolo' of github.com:groke-technologies/pytorch-lightnin…
…g-bolts into yolo
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Commits on May 3, 2021
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Commits on May 13, 2021
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Commits on Jun 1, 2021
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Commits on Jun 17, 2021
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Commits on Jul 31, 2021
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* The vector of overlap losses was accidentally transformed to a square matrix. * Some versions of Lightning don't work correctly when logging losses with sync_dist=True.
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Commits on Aug 30, 2021
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VOCDetectionDataModule constructor takes batch size and the transform…
…s take image and target
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Commits on Aug 31, 2021
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Commits on Sep 8, 2021
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Co-authored-by: Aki Nitta <nitta@akihironitta.com>
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Merge branch 'yolo' of github.com:groke-technologies/pytorch-lightnin…
…g-bolts into yolo
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