mmyolo/configs/yolov6/yolov6_n_syncbn_fast_8xb32-300e_coco.py
wanghonglie 980e908618 [Feature] Support YOLOv6 training (#183)
* init v6 loss

* init v6s train

* Add train pipeline

* Add lr scheduler

* update

* update

* update

* update

* update

* update

* update

* update

* update

* fix detach bug

* fix detach bug

* update

* Add stop aug hook

* Add save best ckpt

* update

* Add PipelineSwitchHook

* Fix train pipeline stage 2

* update

* Fix train pipeline

* update

* fix stage2 randomaffine bug

update

update

clean

clean

* update letterResize param

* add v6affine config

* add v6 randomaffine

* update v6 config

* update

* update

* update

* update

* update config param

* update

* update

* refactor iou loss % rm v6affine

* update

* rm dfl

* add v6 300 epoch config

* Factor batch atss assigner

* Format code

* Format code

* Roll back

* Refactor dist_calculator

* Refactor select_candidates_in_gts

* Refactor select_highest_overlaps

* Refactor iou_calculator

* Refactor all code

* Improve docstr

* Improve code

* clean config

* add nano tiny config

* pre-commit

* Refactor

* Improve code

* Improve naming and link

* Add UT

* pre commit

* Add UT

* Add UT

* Improve code, using mmdet.BboxOverlaps2D for all iou calculation

* Improve code, using mmdet.BboxOverlaps2D for all iou calculation

* Improve code

* pre commit

* pre commit

* Add UT

* fix config

* pre commit

* Improve code

* Improve code

* Improve code

* Improve code

* [Refactor] YOLOv6 BatchATSSAssigner (#179)

* Factor batch atss assigner

* Format code

* Format code

* Roll back

* Refactor dist_calculator

* Refactor select_candidates_in_gts

* Refactor select_highest_overlaps

* Refactor iou_calculator

* Refactor all code

* Improve docstr

* Improve code

* Improve code

* Improve naming and link

* Add UT

* pre commit

* Add UT

* Add UT

* Improve code, using mmdet.BboxOverlaps2D for all iou calculation

* Improve code, using mmdet.BboxOverlaps2D for all iou calculation

* Improve code

* pre commit

* Fix conflicts

* Improve code

* Improve code

* Improve code

* Improve code

* Improve code

* Improve code

* add utils.py, order the input param

* Improve docstr

* Fix lint

* Improve param mapping

* Improve param mapping

* Improve naming

* assigner return dict

* update

* update config

* update config

* Fix

* Fix UT

* Improve UT

* Improve naming

* Improve coding

* pre commit

* pre commit

* pre commit

* Fix ci

* Improve naming

* Improve coding

* Fix training iou calculate error

* Improve naming

* Improve naming

* Improve type hint

* fix lint

* fix conflicts

* fix UT

* Improve type hint

* Improve naming

* Improve coding

* Improve coding

* Fix UT

* Refactor SIoU

* Pre commit

* Fix

* Improve ciou

* Improve ciou

* refactor varifocal

* Improve ciou

* Improve ciou

* Improve siou

* Improve type hint

* Improve siou

* Improve siou

* Fix lint

* refactor varifocal

* fix iou bug

* fix siou and loss_cls bug

* update

* update

* add scope

* update

* update

* Improve func `gt_instances_preprocess`

* support deploy mode

* Improve func `gt_instances_preprocess`

* Improve func `gt_instances_preprocess`

* Improve func `gt_instances_preprocess`

* Improve func `bbox_overlaps`

* Improve coding

* Improve bbox_overlaps

* Delete useless code

* add yolov6 deploy mode hook

* fix lint

* Add common attributes to reduce calculation

* Improve code

* Improve code

* Fix bug

* Fix bug

* update

* add readme

* update readme

* update readme url

Co-authored-by: HinGwenWoong <peterhuang0323@qq.com>
2022-11-03 19:03:06 +08:00

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Python

_base_ = './yolov6_s_syncbn_fast_8xb32-300e_coco.py'
deepen_factor = 0.33
widen_factor = 0.25
model = dict(
backbone=dict(deepen_factor=deepen_factor, widen_factor=widen_factor),
neck=dict(deepen_factor=deepen_factor, widen_factor=widen_factor),
bbox_head=dict(
head_module=dict(widen_factor=widen_factor),
loss_bbox=dict(iou_mode='siou')))
default_hooks = dict(param_scheduler=dict(lr_factor=0.02))