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feat: Adds support of YOLOv4 detection model #78

Merged
merged 51 commits into from
Sep 2, 2020
Merged

feat: Adds support of YOLOv4 detection model #78

merged 51 commits into from
Sep 2, 2020

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frgfm
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@frgfm frgfm commented Aug 30, 2020

This PR extends detection model support to YOLOv4 by:

  • implementing YOLOv4 class
  • speeding up global average pooling for classification models
  • adding support of generalized IoU
  • updating Darknet models
  • updating unittests
  • updating documentation
  • updating readme

@frgfm
feat: Updated Darknet URLs
52c06e0
@frgfm
docs: Updated Readmes
9f71697
@frgfm
fix: Fixed backbone norm layer
688a1e0
@frgfm
feat: Added SPP & PAN layers
2a2e4c4
@frgfm
feat: Added YOLOv4 neck
0042e5b
@frgfm
style: Fixed lint
e6fb6f3
@frgfm
feat: Added Self Attention Module
a0109cf
@frgfm
docs: Fixed docstring
5dc89b8
@frgfm
style: Added extra_repr to GlobalAvgPool2d
38b2dc4
@frgfm
feat: Added implementation of YOLOv4
cc40f72
@frgfm
refactor: Updated addcdiv usage to reflect torch changes
cb07cb6
@frgfm
refactor: Switched anchors to buffer
37bfcac
@frgfm
style: Fixed lint
d79d76e
@frgfm
feat: Added compatibility for list of Tensor as input
3eb1bf9
@frgfm
fix: Passed down gt_boxes and gt_labels
b91aca8
@frgfm
style: Fixed lint
f3c299b
@frgfm
refactor: Reshaped model outputs
31373e8
@frgfm
feat: Added implementation of Generalized IoU
1ba700a
@frgfm
test: Updated unittests
7b9b359
@frgfm
docs: Updated documentation
fd74657
@frgfm
fix: Fixed YOLOv4 loss
2506b15
@frgfm
test: Updated unittests for models
da7d936
@frgfm
docs: Updated documentation
563937b
@frgfm
test: Added check to make sure loss can be backpropagated
f4abecd
@frgfm
fix: Fixed YOLO loss
a9e43a9
@frgfm
docs: Updated docstring
8f08d46
@frgfm
feat: Updated default backbone parameters
345b6d4
@frgfm
refactor: Refactored loss computation
c23d00c
@frgfm
refactor: Updated global avg poolings in models
47f9a04
@frgfm
style: Fixed lint
3c91feb
@frgfm frgfm added topic: documentation Improvements or additions to documentation type: enhancement New feature or request module: models ext: tests Related to test module: ops Related to ops labels Aug 30, 2020
@frgfm frgfm added this to the 0.1.3 milestone Aug 30, 2020
@frgfm frgfm self-assigned this Aug 30, 2020
@frgfm frgfm merged commit 5e54efa into master Sep 2, 2020
@frgfm frgfm deleted the yolov4 branch September 2, 2020 23:18
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Labels
ext: tests Related to test module: models module: ops Related to ops topic: documentation Improvements or additions to documentation type: enhancement New feature or request
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0.1.3
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