Mmagic

**Highlights**

We are excited to announce the release of MMEditing 1.0.0rc7. This release supports 51+ models, 226+ configs and 212+ checkpoints in MMGeneration and MMEditing. We highlight the following new features

- Support DiffuserWrapper
- Support ControlNet (training and inference).
- Support PyTorch 2.0.

**New Features & Improvements**

- Support DiffuserWrapper. [1692](https://github.com/open-mmlab/mmagic/pull/1692)
- Support ControlNet (training and inference). [1744](https://github.com/open-mmlab/mmagic/pull/1744)
- Support PyTorch 2.0 (successfully compile 33+ models on 'inductor' backend). [1742](https://github.com/open-mmlab/mmagic/pull/1742)
- Support Image Super-Resolution and Video Super-Resolution models inferencer. [1662](https://github.com/open-mmlab/mmagic/pull/1662), [#1720](https://github.com/open-mmlab/mmagic/pull/1720)
- Refactor tools/get_flops script. [1675](https://github.com/open-mmlab/mmagic/pull/1675)
- Refactor dataset_converters and documents for datasets. [1690](https://github.com/open-mmlab/mmagic/pull/1690)
- Move stylegan ops to MMCV. [1383](https://github.com/open-mmlab/mmagic/pull/1383)

**Bug Fixes**

- Fix disco inferencer. [1673](https://github.com/open-mmlab/mmagic/pull/1673)
- Fix nafnet optimizer config. [1716](https://github.com/open-mmlab/mmagic/pull/1716)
- Fix tof typo. [1711](https://github.com/open-mmlab/mmagic/pull/1711)

**Contributors**

A total of 8 developers contributed to this release.
Thanks LeoXing1996, Z-Fran, plyfager, zengyh1900, liuwenran, ryanxingql, HAOCHENYE, VongolaWu

**New Contributors**

- HAOCHENYE made their first contribution in https://github.com/open-mmlab/mmagic/pull/1712

**Highlights**

We are excited to announce the release of MMEditing 1.0.0rc6. This release supports 50+ models, 222+ configs and 209+ checkpoints in MMGeneration and MMEditing. We highlight the following new features

- Support Gradio gui of Inpainting inference.
- Support Colorization, Translationin and GAN models inferencer.

**New Features & Improvements**

- Refactor FileIO. [1572](https://github.com/open-mmlab/mmagic/pull/1572)
- Refactor registry. [1621](https://github.com/open-mmlab/mmagic/pull/1621)
- Refactor Random degradations. [1583](https://github.com/open-mmlab/mmagic/pull/1583)
- Refactor DataSample, DataPreprocessor, Metric and Loop. [1656](https://github.com/open-mmlab/mmagic/pull/1656)
- Use mmengine.basemodule instead of nn.module. [1491](https://github.com/open-mmlab/mmagic/pull/1491)
- Refactor Main Page. [1609](https://github.com/open-mmlab/mmagic/pull/1609)
- Support Gradio gui of Inpainting inference. [1601](https://github.com/open-mmlab/mmagic/pull/1601)
- Support Colorization inferencer. [1588](https://github.com/open-mmlab/mmagic/pull/1588)
- Support Translation models inferencer. [1650](https://github.com/open-mmlab/mmagic/pull/1650)
- Support GAN models inferencer. [1653](https://github.com/open-mmlab/mmagic/pull/1653), [#1659](https://github.com/open-mmlab/mmagic/pull/1659)
- Print config tool. [1590](https://github.com/open-mmlab/mmagic/pull/1590)
- Improve type hints. [1604](https://github.com/open-mmlab/mmagic/pull/1604)
- Update Chinese documents of metrics and datasets. [1568](https://github.com/open-mmlab/mmagic/pull/1568), [#1638](https://github.com/open-mmlab/mmagic/pull/1638)
- Update Chinese documents of BigGAN and Disco-Diffusion. [1620](https://github.com/open-mmlab/mmagic/pull/1620)
- Update Evaluation and README of Guided-Diffusion. [1547](https://github.com/open-mmlab/mmagic/pull/1547)

**Bug Fixes**

- Fix the meaning of `momentum` in EMA. [1581](https://github.com/open-mmlab/mmagic/pull/1581)
- Fix output dtype of RandomNoise. [1585](https://github.com/open-mmlab/mmagic/pull/1585)
- Fix pytorch2onnx tool. [1629](https://github.com/open-mmlab/mmagic/pull/1629)
- Fix API documents. [1641](https://github.com/open-mmlab/mmagic/pull/1641), [#1642](https://github.com/open-mmlab/mmagic/pull/1642)
- Fix loading RealESRGAN EMA weights. [1647](https://github.com/open-mmlab/mmagic/pull/1647)
- Fix arg passing bug of dataset_converters scripts. [1648](https://github.com/open-mmlab/mmagic/pull/1648)

**Contributors**

A total of 17 developers contributed to this release.
Thanks plyfager, LeoXing1996, Z-Fran, zengyh1900, VongolaWu, liuwenran, austinmw, dienachtderwelt, liangzelong, i-aki-y, xiaomile, Li-Qingyun, vansin, Luo-Yihang, ydengbi, ruoningYu, triple-Mu

**New Contributors**

- dienachtderwelt made their first contribution in https://github.com/open-mmlab/mmagic/pull/1578
- i-aki-y made their first contribution in https://github.com/open-mmlab/mmagic/pull/1590
- triple-Mu made their first contribution in https://github.com/open-mmlab/mmagic/pull/1618
- Li-Qingyun made their first contribution in https://github.com/open-mmlab/mmagic/pull/1640
- Luo-Yihang made their first contribution in https://github.com/open-mmlab/mmagic/pull/1648
- ydengbi made their first contribution in https://github.com/open-mmlab/mmagic/pull/1557

**Highlights**

We are excited to announce the release of MMEditing 1.0.0rc5. This release supports 49+ models, 180+ configs and 177+ checkpoints in MMGeneration and MMEditing. We highlight the following new features

- Support Restormer.
- Support GLIDE.
- Support SwinIR.
- Support Stable Diffusion.

**New Features & Improvements**

- Disco notebook. (1507)
- Revise test requirements and CI. (1514)
- Recursive generate summary and docstring. (1517)
- Enable projects. (1526)
- Support mscoco dataset. (1520)
- Improve Chinese documents. (1532)
- Type hints. (1481)
- Update download link of checkpoints. (1554)
- Update deployment guide. (1551)

**Bug Fixes**

- Fix documentation link checker. (1522)
- Fix ssim first channel bug. (1515)
- Fix extract_gt_data of realesrgan. (1542)
- Fix model index. (1559)
- Fix config path in disco-diffusion. (1553)
- Fix text2image inferencer. (1523)

**Contributors**

A total of 16 developers contributed to this release.
Thanks plyfager, LeoXing1996, Z-Fran, zengyh1900, VongolaWu, liuwenran, AlexZou14, lvhan028, xiaomile, ldr426, austin273, whu-lee, willaty, curiosity654, Zdafeng, Taited

**New Contributors**

- xiaomile made their first contribution in https://github.com/open-mmlab/mmagic/pull/1481
- ldr426 made their first contribution in https://github.com/open-mmlab/mmagic/pull/1542
- austin273 made their first contribution in https://github.com/open-mmlab/mmagic/pull/1553
- whu-lee made their first contribution in https://github.com/open-mmlab/mmagic/pull/1539
- willaty made their first contribution in https://github.com/open-mmlab/mmagic/pull/1541
- curiosity654 made their first contribution in https://github.com/open-mmlab/mmagic/pull/1556
- Zdafeng made their first contribution in https://github.com/open-mmlab/mmagic/pull/1476
- Taited made their first contribution in https://github.com/open-mmlab/mmagic/pull/1534

**Highlights**

We are excited to announce the release of MMEditing 1.0.0rc4. This release supports 45+ models, 176+ configs and 175+ checkpoints in MMGeneration and MMEditing. We highlight the following new features

- Support High-level APIs.
- Support diffusion models.
- Support Text2Image Task.
- Support 3D-Aware Generation.

**New Features & Improvements**

- Refactor High-level APIs. (1410)
- Support disco-diffusion text-2-image. (1234, 1504)
- Support EG3D. (1482, 1493, 1494, 1499)
- Support NAFNet model. (1369)

**Bug Fixes**

- fix srgan train config. (1441)
- fix cain config. (1404)
- fix rdn and srcnn train configs. (1392)

**Contributors**

A total of 14 developers contributed to this release.
Thanks plyfager, LeoXing1996, Z-Fran, zengyh1900, VongolaWu, gaoyang07, ChangjianZhao, zxczrx123, jackghosts, liuwenran, CCODING04, RoseZhao929, shaocongliu, liangzelong.

**New Contributors**

- gaoyang07 made their first contribution in https://github.com/open-mmlab/mmagic/pull/1372
- ChangjianZhao made their first contribution in https://github.com/open-mmlab/mmagic/pull/1461
- zxczrx123 made their first contribution in https://github.com/open-mmlab/mmagic/pull/1462
- jackghosts made their first contribution in https://github.com/open-mmlab/mmagic/pull/1463
- liuwenran made their first contribution in https://github.com/open-mmlab/mmagic/pull/1410
- CCODING04 made their first contribution in https://github.com/open-mmlab/mmagic/pull/783
- RoseZhao929 made their first contribution in https://github.com/open-mmlab/mmagic/pull/1474
- shaocongliu made their first contribution in https://github.com/open-mmlab/mmagic/pull/1470
- liangzelong made their first contribution in https://github.com/open-mmlab/mmagic/pull/1488

**Highlights**

We are excited to announce the release of MMEditing 1.0.0rc3. This release supports 43+ models, 170+ configs and 169+ checkpoints in MMGeneration and MMEditing. We highlight the following new features

- convert `mmdet` and `clip` to optional requirements.

**New Features & Improvements**

- Support `try_import` for `mmdet`. (1408)
- Support `try_import` for `flip`. (1420)
- Update `.gitignore`. ($1416)
- Set `real_feat` to cpu in `inception_utils`. (1415)
- Modify README and configs of StyleGAN2 and PEGAN (1418)
- Improve the rendering of Docs-API (1373)

**Bug Fixes**

- Revise config and pretrain model loading in ESRGAN (1407)
- Revise config of LSGAN (1409)
- Revise config of CAIN (1404)

**Contributors**

A total of 5 developers contributed to this release.
Z-Fran, zengyh1900, plyfager, LeoXing1996, ruoningYu.

**Highlights**

We are excited to announce the release of MMEditing 1.0.0rc2. This release supports 43+ models, 170+ configs and 169+ checkpoints in MMGeneration and MMEditing. We highlight the following new features

- patch-based and slider-based image and video comparison viewer.
- image colorization.

**New Features & Improvements**

- Support qualitative comparison tools. (1303)
- Support instance aware colorization. (1370)
- Support multi-metrics with different sample-model. (1171)
- Improve the implementation
- refactoring evaluation metrics. (1164)
- Save gt images in PGGAN's `forward`. (1332)
- Improve type and change default number of `preprocess_div2k_dataset.py`. (1380)
- Support pixel value clip in visualizer. (1365)
- Support SinGAN Dataset and SinGAN demo. (1363)
- Avoid cast int and float in GenDataPreprocessor. (1385)
- Improve the documentation
- Update a menu switcher. (1162)
- Fix TTSR's README. (1325)

**Bug Fixes**

- Fix PPL bug. (1172)
- Fix RDN number of channels. (1328)
- Fix types of exceptions in demos. (1372)
- Fix realesrgan ema. (1341)
- Improve the assertion to ensuer `GenerateFacialHeatmap` as `np.float32`. (1310)
- Fix sampling behavior of `unpaired_dataset.py` and urls in cyclegan's README. (1308)
- Fix vsr models in pytorch2onnx. (1300)
- Fix incorrect settings in configs. (1167,1200,1236,1293,1302,1304,1319,1331,1336,1349,1352,1353,1358,1364,1367,1384,1386,1391,1392,1393)

**New Contributors**

- gaoyang07 made their first contribution in https://github.com/open-mmlab/mmagic/pull/1372

**Contributors**

A total of 7 developers contributed to this release.
Thanks LeoXing1996, Z-Fran, zengyh1900, plyfager, ryanxingql, ruoningYu, gaoyang07.