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Changelog

v1.0.0rc7 (07/04/2023)

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
  • Support ControlNet (training and inference). #1744
  • Support PyTorch 2.0 (successfully compile 33+ models on 'inductor' backend). #1742
  • Support Image Super-Resolution and Video Super-Resolution models inferencer. #1662, #1720
  • Refactor tools/get_flops script. #1675
  • Refactor dataset_converters and documents for datasets. #1690
  • Move stylegan ops to MMCV. #1383

Bug Fixes

  • Fix disco inferencer. #1673
  • Fix nafnet optimizer config. #1716
  • Fix tof typo. #1711

Contributors

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

New Contributors

v1.0.0rc6 (02/03/2023)

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

Bug Fixes

  • Fix the meaning of momentum in EMA. #1581
  • Fix output dtype of RandomNoise. #1585
  • Fix pytorch2onnx tool. #1629
  • Fix API documents. #1641, #1642
  • Fix loading RealESRGAN EMA weights. #1647
  • Fix arg passing bug of dataset_converters scripts. #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

v1.0.0rc5 (04/01/2023)

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

v1.0.0rc4 (05/12/2022)

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

v1.0.0rc3 (10/11/2022)

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.

v1.0.0rc2 (02/11/2022)

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

Contributors

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

v1.0.0rc1(23/9/2022)

MMEditing 1.0.0rc1 has merged MMGeneration 1.x.

  • Support 42+ algorithms, 169+ configs and 168+ checkpoints.
  • Support 26+ loss functions, 20+ metrics.
  • Support tensorboard, wandb.
  • Support unconditional GANs, conditional GANs, image2image translation and internal learning.

v1.0.0rc0(31/8/2022)

MMEditing 1.0.0rc0 is the first version of MMEditing 1.x, a part of the OpenMMLab 2.0 projects.

Built upon the new training engine, MMEditing 1.x unifies the interfaces of dataset, models, evaluation, and visualization.

And there are some BC-breaking changes. Please check the migration tutorial for more details.