- check for CLASSES in checkpoint meta when key meta does not exists

* Support faster rcnn

* Fix Lint

* Add docstr

* Fix docstr

* Update docstr

* Update code

* Update docstr

* MaskRCNN support batch infer

* Update

* Delete todo

* Fix error

* Fix comments

* add change log for v2.11.0

* fix typo

* version 2.11.0

* fix typo

* to meet the specification of change log

* Update changelog.md

Co-authored-by: Wenwei Zhang <40779233+ZwwWayne@users.noreply.github.com>

* Update get_started.md

* Update get_started.md

Co-authored-by: Yuxin Wu <ppwwyyxx@users.noreply.github.com>

* Fix some typos

Signed-off-by: lizz <lizz@sensetime.com>

* More

Signed-off-by: lizz <lizz@sensetime.com>

* More

Signed-off-by: lizz <lizz@sensetime.com>

* More

Signed-off-by: lizz <lizz@sensetime.com>

* add Localization Distillation for Object Detection https://arxiv.org/abs/2102.12252

* fix lint

* fix lint

* fix lint

* fix lint

* fix lint

* fix config

* add kd detector

* edit loss name

* overide setattr but failed

* move init_detector into init

* seperate ld and gfocal, fix unused param error

* small fix

* small fix

* add test, reload magic function, create kd_loss.py

* del teacher model warnings

* fix reference

* add ignored bbox test fix docstring

* small fix

* docstring fix

* change names

* fix

* fix

* fix test

* fix import

* fix

* docstring fix

* fix

* retest

* add test

* docstring fix

* Update doc

* Update docs

* Update docs

* Update 1_exist_data_model.md

Co-authored-by: Wenwei Zhang <40779233+ZwwWayne@users.noreply.github.com>

* Add mmdet_handler

* Add mmdet2torchserve

* Move serve to docker folder

* add area name grouped map bar plots

* update function name, add comments, fix typo

* make all changes optional, add adjustable area region support, add area stat plots

* clean unnecessary comma

* Remove LoadImage

* Add deprecation warning

* Support faster rcnn

* Fix Lint

* Add docstr

* Fix docstr

* Update docstr

* Update code

* Update docstr

* Update mmcv_maximum_version

* Update doc

* Add check for ann_ids not unique

* Update

* Rename variable and add comments

similar warning: https://github.com/open-mmlab/mmdetection/pull/2602

* upd

* Update tridentnet_r50_caffe_1x_coco.py

* reformat

* Update tridentnet_r50_caffe_1x_coco.py

* Update trident_roi_head.py

* update

* Correct docstring data type

* Correct line < 80

Co-authored-by: sjhong310 <sjhong310@contec.kr>

* add onnx unit test

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* reset retinanet and yolo head and neck unit test

* rename the function

* add annotation

* update function structure

* remove _get_bboxes_single() unit test case

* add comments

* fix onnx deploy bug in anchor_head.py

* replace os.open to mmcv.load

remove redundent description. img_meta (dict) repeated twice in line 195 and line 198.

[Refactor]: Support batch inference traceable by ONNX in SSD, YOLOv3, FSAF, RetinaNet, and FCOS (#4699)

* Support batch infer in RetinaNet

* Suport batch multiclass_nms

* Revert multiclass_nms

* Fix api deprecated warning

* do not repeat anchors

* Move img_shapes

* Update Yolov3

* Support FCOS

* Support RPN

* Fix RPN topk_inds error

* make batch exportable to onnx for yolohead

* make fcos_head exportable to onnx with batch dim

* Support ATSS

* Support CornerNet and centripetalNet

* Update RetinaNet and delta_xywh

* Remove ugly code

* Remove ugly code of FCOS

* Remove ugly code of ATSS/YOLOV3

* Support RPN and revert bbox_head

* expand anchors to batch and remove BG class when use deploy_nms_pre

* Update

* Use dim=-1 instead of dim=2

* Rename anchor_head method

* Keep the original format output when nms is not use

* Rename method and unified code style

* Fix paa_head and unittest

* Fix FASF onnx export error

* Fix error

* fix single stage img_shapes for onnx

* move conf_thr

* fix rpn_head for onnx

* Add distance2bbox unittest

* Remove TODO

* Fix RPN

* Update docstrs

Co-authored-by: maningsheng <maningsheng@sensetime.com>

* Fix RPN show_result error

* Remove EmbeddingRPN show_result

* Add docstr