* update stat to classify papers

* modify tag of fp16

* support multi ious eval

* fix type

* FPN deprecated warning

* FPN deprecated warning

* Support DefaultFormatBundle in image_demo

* Fix Multi-Scale error, ref： https://github.com/open-mmlab/mmsegmentation/pull/276

* Rename variable name

* FPN deprecated warning

* FPN deprecated warning

* Replace imshow_det_bboxes visualization backend

* Add bbox_vis unit tests

* Encapsulate color_val_matplotlib function

* Add fun input parameters

* Deprecate block

* Add mask display in image

* Putting the text inner left corner the bbox

* Add a filling color for text regions.

* Update color docs

* Fix color docs

* Update color docs and Fix default param

* 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.

* fix issues 4021

* fix issues 4372

* clean comma

* fix according to commet

* 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

* update tridentnet model links

* fix log postfix

* fix typo in doc

* update register

* also resolve #4334

* FPN deprecated warning

* FPN deprecated warning

* fix scale_factor is not same type as det_bboxes error

* Update model url from aws to aliyun

* Delete unnecessary changes

* update url

* add url link

* Test program

* Revert changes

* Update MMDet tutorial url

* FPN deprecated warning

* FPN deprecated warning

* Fix show_result error

* FPN deprecated warning

* FPN deprecated warning

* Fix scale_factor is not same type as det_bboxes error

* FPN deprecated warning

* FPN deprecated warning

* Delete mmdet.ops because it has been moved to mmcv

* add focal_loss in hungarian_assigner.py

* update hungarian_assigner.py

* update detr config

* update doc and codes

* fix unitest

* fix unitest

* modify code format

* update docstring

* fix unitest

* fix name

* fix docformat

* fix docformat

* fix format

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

* Code for Cascade RPN - NeurIPS 2019

* using mmdet2 apis

* update mmdet2 coords and minor fixes

* fix format

* update configs

* fix simple test

* update fast rcnn config

* minor fixes

* update docstring

* update readme

* update doc string

* minor fixes

* standard adaptive interface

* update agrs docs

Co-authored-by: Cao Yuhang <yhcao6@gmail.com>

* FPN deprecated warning

* FPN deprecated warning

* Fix empirical attention with resNext backbone error(#4228)

* Fix empirical attention in resnext backbone error

* Add test ResNeXt Bottleneck forward with plugins

* add FAQ doc in error-report

* resolve lint error

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

* undo

* get the last epoch from config

* read eval metrics from the config key

* read the latest log from multiple logs

* use lower case of RESULTS_LUT

* handle evaluation key with VOC dataset case

* toy

* move the position of scipy import

* move the position of scipy import

* fix invalid link of config in faster_rcnn

* 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

* get the last epoch from config

* read eval metrics from the config key

* read the latest log from multiple logs

* use lower case of RESULTS_LUT

* handle evaluation key with VOC dataset case

* toy

* 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

* Fixed CI temporarily

* fixed torchvison

* fixed mmcv

* delete 1.4.0+cpu

* fix #4232, fix img_norm in hrnet when using fcos detector

* fix inherit in fcos_hrnetv2p_w32_gn-head_4x4_1x_coco.py

* re-benchmark all hrnet-based fcos models using fixes img_norm, and achieving higher performance

* [doc]: add doc for pytorch2onnx

* [doc]: remove blank lines

* resolve format of doc

* refact doc for pytorch2onnx

* add space

* add to index.rst