* 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

* 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>

* 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

* Update mmcv_maximum_version

* Update doc

* Add FAQ

* Update docs

* Update error_analysis docs

* Add the model download link

* Update error_analysis docs

fix a typo in useful_tool.md

* bump to v2.10.0

* update other docs

* resolve comments

* resolve comments

* Ignore nonzero and add dummy data in multiclass_nms for deployment with TensorRT

* reduce number of bboxes by nms_pre_deploy in anchor_head

* reduce number of bboxes by nms_pre_deploy in fcos_head

* add onnx2tensorrt and its doc

* add nms_pre_deploy in yolo_head

* change sort to topk in rpn_head

* skip nonzero in single_level_roi_extractor

* update onnx2tensorrt and its doc

* move onnx2tensorrt

* update onnx2tensorrt doc

* change nms_pre_deploy to deploy_nms_pre

* update doc and change deploy_nms_pre format

* Demo with cv2.VideoCapture

Signed-off-by: steven0129 <h3584935@gmail.com>

* Add video demo and docs

* Use ProgressBar

* add demo.mp4 and docs

* Use mmcv.VideoReader

* Use track_iter_progress

Co-authored-by: hhaAndroid <1286304229@qq.com>

* rpn head refactor

* guided anchor

* add deprecate warning

* add more warning for set ori augs

* fix unitest

* change base

* cascade rpn

* cornernet and centri

* grid frcnn ok

* ga anchor ok

* legacy ok

* pisa ok

* tridnet ok

* fix tutorals

* use ConfigDict

* Add result_analysis docs

* Update docs

* sup customize runner

* fix typo

* use build runner

* minor fix

* modify according to comments

* add an assertion

* swap order

* fix tutorial

spelling correction, 'ballon' -> 'balloon'

* Fix unittest

* Add COCO-Stuff docs

* Remove spaces

* Add paper conference link and mmcv install docs

* Update contributing

* bump to v2.9.0

* update

* add a guidance for benchmark speed

* add training time guidance

* fix typos

* fix url

* fix type

* add CompatibleCheckHook

* check val

* add docstr

* move hook to default runtime

* add unitest

* fix a typo

* fix unitest

* update docs

* add check for CLASSES is None

* fix doc

* Categorize tools

* Update docs

* Rename tools

* Tool organization

* Update docs

* Remove spaces

* Update docs

* Delete mirror link

* add onnx simplify option

* resolve comments

* add warnings

* Update documentation about the modification of train_cfg/test_cfg

* Fix docs str

* Add docs str

* Add docs str

* update stat to classify papers

* modify tag of fp16

* fix #4181, invalid link in readme for maskrcnn cityscapes

* undo

* Update customize_dataset.md

* Update config modification setting

* add doc for checking annotations of the new customized dataset

* reformat

* re-add docs for customized dataset

* Update customize_dataset.md

* use a cascase maskrcnn model as example to replace retinanet

* reformat

* reformat

It did not contain the checkpoint download step.

* Add batch inference docs

* Update batch inference docs

* Update docs

* Add cpu compatibility info

* Add table about not support CPU only model info

* Update docs about not support CPU only model info

* fix #4181, invalid link in readme for maskrcnn cityscapes

* undo

* re-organize tutorial for exist_data_new_model

* reformat

* reformat

* remove unnecessary

* fix typo in doc

* update register

* also resolve #4334

* modify the count way of ckpts

* remove config statistics

* Add docstring for train.py/test.py/eval_metric.py

* Add docstring in the document

* Update docstring in the document

* Update docstring

* FPN deprecated warning

* FPN deprecated warning

* Update pretrain model url

* Fix pretrain model base url

* Add specific class pre-trained models

* Fix isort error

* Update doc description

* Update model url

* Rename config

* Rename config