* 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

* 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

* update pycocotools/lvis to mm

* fixed Error

* add comment

* Add change log of v2.3.0

* change minimum required version of mmcv to 1.0.5

* rm tmp files

* Update docs

* Update docs and requirements

* clean comments

* update with 3392

* Add hooks

* change hooks to custom_hooks

* fix a bug in custom_hooks

This reverts commit 17c0f8e3.

* Add hooks

* change hooks to custom_hooks

* Update setup.py

* update ci

* clean op

* clean

* update build.yml

* fix setup

* change ci mmcv version

* change ci mmcv version

* add install pre-build mmcv instructions

* update mmcv url, move some unnit tests to mmcv

* update ci mmcv

* test

* test

* test

* fix unit test

* fix unit test

* fix onnx script

* update mmcv url

* fix typo

* fix some doc

* Bump version

* resolve comments

* Fix version bug

Co-authored-by: ZwwWayne <wayne.zw@outlook.com>

* doc: Update install.md

add `conda install Cython` before install the forked version of `pycocotools`

* add cython to requirements/build.txt

Co-authored-by: Kai Chen <chenkaidev@gmail.com>

* fix isort issue

* limit isort version to 4.3.21

* add --recursive back for isort

* Bump to 2.2

* remove some

* update

* update

* update mmcv version

* add interrogate to travis

* add missing requirements

* switch to EpochBasedRunner

* add docstrings

* update the minimum version of mmcv to 0.6.0

* fix unit tests

* fix mmcv version in travis

* update model_zoo url

* update mmcv version requirement

* Implement NAS-FCOS

1. Supports NASFCOS
2. Added NASFCOS_FPN
3. Added NASFCOS_Head
4. Added r50 config

* Revert "Implement NAS-FCOS"

This reverts commit ebae11cbbdc5b4f3cc7226c763e9254c94a9c92b.

* Revert "Revert "Implement NAS-FCOS""

This reverts commit 32bca597859a447de62ddf0f2c2f482809730da9.

* Implement NASFCOS

1. Supports NASFCOS
2. Added NASFCOS_FPN
3. Added NASFCOS_Head
4. Added r50 config

* reformatted & use list to build convs in head

1. code refornatted
2. add docstring in nasfcos_head.py
3. use a list of conv config to build convs, rather than names

* cells merged

1. merge cells in nasfpn ans nasfcos_fpn
2. add nasfpn_cell_factory.py

* reformatted

* fixed

* fixed

* Update nasfpn_cell_factory.py

* pre-commit

* bug fixed

* renamed&moved

* not done

* fixed

* fixed

* Delete remove_parawise_cfg_nasfcos_r50_nashead_4x4_coco.py

* fixed

* Create 1x_bias_lr.py

* Revert "Create 1x_bias_lr.py"

This reverts commit 54602ded283a8f646aebfa0f216350fd2ce82e6d.

* fixed

* fixed

* fixed docstring

* init modified

* formatted

* fixed

* updated

* fixed

* fixed

* fixed

* fixed

* fixed

* fixed

* pass test

* fixed

* fixed

* fixed

* rename

* 123

* nasfcos_readme

* Update README.md

* rename & leave empty

* GN->GN-head in README

* fixed

* add compare table fix model_zoo.md

* fix some typos

* minor add

* minor update

* add link for mmdet

* minor update

* fix the docs

* add docs for image demo

* add macOS in supported systems

* add mmcv into requirements of readthedocs

* add api doc

* update mock modules and fix requirements

* fix autodoc modules

* remove tmp file

* add release version in docs/conf.py

* fix docstring styles

* migrate to mmcv.cnn.bricks

* remove conv_module, scale, upsample

* update mmdet version and mmcv requirement

* fixed fsaf warning

* Pass momentum_config to register_training_hooks

* Bump mmcv version

* Explicit default

* add norm_eval

* upgrade mmcv

* reimplement cityscapes

* fixed gt bbox mode

* convert cityscapes to coco style, add cityscapes eval

* add cityscapes convert script

* add doc

* Update INSTALL.md

* Update INSTALL.md

* update fater rcnn

* fix cityscapes eval

* support format only in cityscapes

* add docs

* remove redundancy

* resolve eval

* update cityscapes md

* more doc and rename

* update doc and cfg

* change to test set

* update version to 1.1

* fix typo

* remove the version limit of ubelt

* Use official DDP to implement MMDDP

* update mmcv requirement

* Update the version of MMCV

Co-authored-by: Kai Chen <chenkaidev@gmail.com>

* add soft_nms_cpu

* remove cython dependency

* merge soft_nms_cpu.cpp into nms_cpu.cpp

* add docs

* fixed typo

* fixed typo

* fixed typo

* use git repo instead of pip wheels

* install pycocotools before building mmdet

* fix travis installation

* reorganize requirements, make albumentations optional

* fix flake8 error

* force older version of Pillow until torchvision is fixed

* make imagecorruptions optional and update INSTALL.dm

* update INSTALL.md

* Add note about pillow version

* Add build requirements to install instructions