Mmsegmentation

Bug fix

- Fix MaskFormer and Mask2Former when install mmdet from source ([2532](https://github.com/open-mmlab/mmsegmentation/pull/2532))
- Support new fileio interface in `MMCV>=2.0.0rc4` ([2543](https://github.com/open-mmlab/mmsegmentation/pull/2543))
- Fix ERFNet URL in dev-1.x branch ([2537](https://github.com/open-mmlab/mmsegmentation/pull/2537))
- Fix misleading `List[Tensor]` types ([2546](https://github.com/open-mmlab/mmsegmentation/pull/2546))
- Rename typing.py to typing_utils.py ([2548](https://github.com/open-mmlab/mmsegmentation/pull/2548))


New Contributors

- zccjjj made their first contribution in https://github.com/open-mmlab/mmsegmentation/pull/2548

Highlights

- Support ISNet (ICCV'2021) in projects ([2400](https://github.com/open-mmlab/mmsegmentation/pull/2400))
- Support HSSN (CVPR'2022) in projects ([2444](https://github.com/open-mmlab/mmsegmentation/pull/2444))

Features

- Add Gaussian Noise and Blur for biomedical data ([2373](https://github.com/open-mmlab/mmsegmentation/pull/2373))
- Add BioMedicalRandomGamma ([2406](https://github.com/open-mmlab/mmsegmentation/pull/2406))
- Add BioMedical3DPad ([2383](https://github.com/open-mmlab/mmsegmentation/pull/2383))
- Add BioMedical3DRandomFlip ([2404](https://github.com/open-mmlab/mmsegmentation/pull/2404))
- Add `gt_edge_map` field to SegDataSample ([2466](https://github.com/open-mmlab/mmsegmentation/pull/2466))
- Support synapse dataset ([2432](https://github.com/open-mmlab/mmsegmentation/pull/2432), [#2465](https://github.com/open-mmlab/mmsegmentation/pull/2465))
- Support Mapillary Vistas Dataset in projects ([2484](https://github.com/open-mmlab/mmsegmentation/pull/2484))
- Switch order of `reduce_zero_label` and applying `label_map` ([2517](https://github.com/open-mmlab/mmsegmentation/pull/2517))

Documentation

- Add ZN Customized_runtime Doc ([2502](https://github.com/open-mmlab/mmsegmentation/pull/2502))
- Add EN datasets.md ([2464](https://github.com/open-mmlab/mmsegmentation/pull/2464))
- Fix minor typo in migration `package.md` ([2518](https://github.com/open-mmlab/mmsegmentation/pull/2518))

Bug fix

- Fix incorrect `img_shape` value assignment in RandomCrop ([2469](https://github.com/open-mmlab/mmsegmentation/pull/2469))
- Fix inference api and support setting palette to SegLocalVisualizer ([2475](https://github.com/open-mmlab/mmsegmentation/pull/2475))
- Unfinished label conversion from `-1` to `255` ([2516](https://github.com/open-mmlab/mmsegmentation/pull/2516))

New Contributors

- blueyo0 made their first contribution in https://github.com/open-mmlab/mmsegmentation/pull/2373
- Fivethousand5k made their first contribution in https://github.com/open-mmlab/mmsegmentation/pull/2406
- suyanzhou626 made their first contribution in https://github.com/open-mmlab/mmsegmentation/pull/2383
- unrealMJ made their first contribution in https://github.com/open-mmlab/mmsegmentation/pull/2400
- Dominic23331 made their first contribution in https://github.com/open-mmlab/mmsegmentation/pull/2432
- AI-Tianlong made their first contribution in https://github.com/open-mmlab/mmsegmentation/pull/2444
- morkovka1337 made their first contribution in https://github.com/open-mmlab/mmsegmentation/pull/2492
- Leeinsn made their first contribution in https://github.com/open-mmlab/mmsegmentation/pull/2404
- siddancha made their first contribution in https://github.com/open-mmlab/mmsegmentation/pull/2516

What's new

Highlights

- Support test time augmentation ([2184](https://github.com/open-mmlab/mmsegmentation/pull/2184))
- Add 'Projects/' folder and the first example project ([2412](https://github.com/open-mmlab/mmsegmentation/pull/2412))

Features

- Add Biomedical 3D array random crop transform ([2378](https://github.com/open-mmlab/mmsegmentation/pull/2378))

Documentation

- Add Chinese version of config tutorial ([2371](https://github.com/open-mmlab/mmsegmentation/pull/2371))
- Add Chinese version of train & test tutorial ([2355](https://github.com/open-mmlab/mmsegmentation/pull/2355))
- Add Chinese version of overview ([(2397)](https://github.com/open-mmlab/mmsegmentation/pull/2397)))
- Add Chinese version of get_started ([2417](https://github.com/open-mmlab/mmsegmentation/pull/2417))
- Add datasets in Chinese ([2387](https://github.com/open-mmlab/mmsegmentation/pull/2387))
- Add dataflow document ([2403](https://github.com/open-mmlab/mmsegmentation/pull/2403))
- Add pspnet model structure graph ([2437](https://github.com/open-mmlab/mmsegmentation/pull/2437))
- Update some content of engine Chinese documentation ([2341](https://github.com/open-mmlab/mmsegmentation/pull/2341))
- Update TTA to migration documentation ([2335](https://github.com/open-mmlab/mmsegmentation/pull/2335))

Bug fix

- Remove dependency mmdet when do not use MaskFormerHead and MMDET_Mask2FormerHead ([2448](https://github.com/open-mmlab/mmsegmentation/pull/2448))

Enhancement

- Add torch1.13 checking in CI ([2402](https://github.com/open-mmlab/mmsegmentation/pull/2402))
- Fix pytorch version for merge stage test ([2449](https://github.com/open-mmlab/mmsegmentation/pull/2449))

New Contributors
* nijkah made their first contribution in https://github.com/open-mmlab/mmsegmentation/pull/2024
* matrixgame2018 made their first contribution in https://github.com/open-mmlab/mmsegmentation/pull/2148
* kitecats made their first contribution in https://github.com/open-mmlab/mmsegmentation/pull/2259
* nulam made their first contribution in https://github.com/open-mmlab/mmsegmentation/pull/2382