1. 25 Jan, 2022 1 commit
  2. 21 Jan, 2022 1 commit
    • Hu Ye's avatar
      add FCOS (#4961) · 7d4bdd43
      Hu Ye authored
      
      
      * add fcos
      
      * update fcos
      
      * add giou_loss
      
      * add BoxLinearCoder for FCOS
      
      * add full code for FCOS
      
      * add giou loss
      
      * add fcos
      
      * add __all__
      
      * Fixing lint
      
      * Fixing lint in giou_loss.py
      
      * Add typing annotation to fcos
      
      * Add trained checkpoints
      
      * Use partial to replace lambda
      
      * Minor fixes to docstrings
      
      * Apply ufmt format
      
      * Fixing docstrings
      
      * Fixing jit scripting
      
      * Minor fixes to docstrings
      
      * Fixing jit scripting
      
      * Ignore mypy in fcos
      
      * Fixing trained checkpoints
      
      * Fixing unit-test of jit script
      
      * Fixing docstrings
      
      * Add test/expect/ModelTester.test_fcos_resnet50_fpn_expect.pkl
      
      * Fixing test_detection_model_trainable_backbone_layers
      
      * Update test_fcos_resnet50_fpn_expect.pkl
      
      * rename stride to box size
      
      * remove TODO and fix some typo
      
      * merge some code for better
      
      * impove the comments
      
      * remove decode and encode of BoxLinearCoder
      
      * remove some unnecessary hints
      
      * use the default value in detectron2.
      
      * update doc
      
      * Add unittest for BoxLinearCoder
      
      * Add types in FCOS
      
      * Add docstring for BoxLinearCoder
      
      * Minor fix for the docstring
      
      * update doc
      
      * Update fcos_resnet50_fpn_coco pretained weights url
      
      * Update torchvision/models/detection/fcos.py
      Co-authored-by: default avatarVasilis Vryniotis <datumbox@users.noreply.github.com>
      
      * Update torchvision/models/detection/fcos.py
      Co-authored-by: default avatarVasilis Vryniotis <datumbox@users.noreply.github.com>
      
      * Update torchvision/models/detection/fcos.py
      Co-authored-by: default avatarVasilis Vryniotis <datumbox@users.noreply.github.com>
      
      * Update torchvision/models/detection/fcos.py
      Co-authored-by: default avatarVasilis Vryniotis <datumbox@users.noreply.github.com>
      
      * Add FCOS model documentation
      
      * Fix typo in FCOS documentation
      
      * Add fcos to the prototype builder
      
      * Capitalize COCO_V1
      
      * Fix params of fcos
      
      * fix bug for partial
      
      * Fixing docs indentation
      
      * Fixing docs format in giou_loss
      
      * Adopt Reference for GIoU Loss
      
      * Rename giou_loss to generalized_box_iou_loss
      
      * remove overwrite_eps
      
      * Update AP test values
      
      * Minor fixes for the docs
      
      * Minor fixes for the docs
      
      * Update torchvision/models/detection/fcos.py
      Co-authored-by: default avatarZhiqiang Wang <zhiqwang@foxmail.com>
      
      * Update torchvision/prototype/models/detection/fcos.py
      Co-authored-by: default avatarZhiqiang Wang <zhiqwang@foxmail.com>
      Co-authored-by: default avatarzhiqiang <zhiqwang@foxmail.com>
      Co-authored-by: default avatarJoao Gomes <jdsgomes@fb.com>
      Co-authored-by: default avatarVasilis Vryniotis <datumbox@users.noreply.github.com>
      Co-authored-by: default avatarJoao Gomes <joaopsgomes@gmail.com>
      7d4bdd43
  3. 04 Oct, 2021 1 commit
    • Philip Meier's avatar
      Add ufmt (usort + black) as code formatter (#4384) · 5f0edb97
      Philip Meier authored
      
      
      * add ufmt as code formatter
      
      * cleanup
      
      * quote ufmt requirement
      
      * split imports into more groups
      
      * regenerate circleci config
      
      * fix CI
      
      * clarify local testing utils section
      
      * use ufmt pre-commit hook
      
      * split relative imports into local category
      
      * Revert "split relative imports into local category"
      
      This reverts commit f2e224cde2008c56c9347c1f69746d39065cdd51.
      
      * pin black and usort dependencies
      
      * fix local test utils detection
      
      * fix ufmt rev
      
      * add reference utils to local category
      
      * fix usort config
      
      * remove custom categories sorting
      
      * Run pre-commit without fixing flake8
      
      * got a double import in merge
      Co-authored-by: default avatarNicolas Hug <nicolashug@fb.com>
      5f0edb97
  4. 14 Jul, 2021 1 commit
  5. 10 Jun, 2021 1 commit
  6. 21 May, 2021 1 commit
  7. 20 Jan, 2021 1 commit
  8. 18 Jan, 2021 1 commit
    • Vasilis Vryniotis's avatar
      Add MobileNetV3 architecture for Detection (#3253) · bf211dac
      Vasilis Vryniotis authored
      * Minor refactoring of a private method to make it reusuable.
      
      * Adding a FasterRCNN + MobileNetV3 with & w/o FPN models.
      
      * Reducing Resolution to 320-640 and anchor sizes to 16-256.
      
      * Increase anchor sizes.
      
      * Adding rpn score threshold param on the train script.
      
      * Adding trainable_backbone_layers param on the train script.
      
      * Adding rpn_score_thresh param directly in fasterrcnn_mobilenet_v3_large_fpn.
      
      * Remove fasterrcnn_mobilenet_v3_large prototype and update expected file.
      
      * Update documentation and adding weights.
      
      * Use buildin Identity.
      
      * Fix spelling.
      bf211dac
  9. 09 Nov, 2020 1 commit
  10. 21 May, 2020 1 commit
    • Urwa Muaz's avatar
      Feature/layer freezing maskrcnn keypointrcnn (#2242) · f8e2291d
      Urwa Muaz authored
      * add layer freezing param to maskrcnn_resnet50_fpn
      
      * freeze ayer param in keypointrcnn_resnet50_fpn
      
      * layer freeze tests for mask and keypoint rcnn
      
      * correct linting errors
      
      * correct linting errors.
      
      * correct linting errors
      f8e2291d
  11. 19 May, 2020 1 commit
  12. 15 May, 2020 1 commit
    • Urwa Muaz's avatar
      Feat/unfreeze layers fpn backbone (#2160) · 348dd5a7
      Urwa Muaz authored
      * freeze layers only if pretrained backbone is used
      
      If pretrained backbone is not used and one intends to train the entire network from scratch, no layers should be frozen.
      
      * function argument to control the trainable features
      
      Depending on the size of dataset one might want to control the number of tunable parameters in the backbone, and this parameter in hyper parameter optimization for the dataset. It would be nice to have this function support this.
      
      * ensuring tunable layer argument is valid
      
      * backbone freezing in fasterrcnn_resnet50_fpn
      
      Handle backbone freezing in fasterrcnn_resnet50_fpn function rather than the resnet_fpn_backbone function that it uses to get the backbone.
      
      * remove layer freezing code
      
      layer freezing code has been moved to fasterrcnn_resnet50_fpn function that consumes resnet_fpn_backbone function.
      
      * correcting linting errors
      
      * correcting linting errors
      
      * move freezing logic to resnet_fpn_backbone
      
      Moved layer freezing logic to resnet_fpn_backbone with an additional parameter.
      
      * remove layer freezing from fasterrcnn_resnet50_fpn
      
      Layer freezing logic has been moved to resnet_fpn_backbone. This function only ensures that the all layers are made trainable if pretrained models are not used.
      
      * update example resnet_fpn_backbone docs
      
      * correct typo in var name
      
      * correct indentation
      
      * adding test case for layer freezing in faster rcnn
      
      This PR adds functionality to specify the number of trainable layers while initializing the faster rcnn using fasterrcnn_resnet50_fpn function. This commits adds a test case to test this functionality.
      
      * updating layer freezing condition for clarity
      
      More information in PR
      
      * remove linting errors
      
      * removing linting errors
      
      * removing linting errors
      348dd5a7
  13. 16 Dec, 2019 1 commit