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ustcnewly authored Nov 21, 2024
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Expand Up @@ -43,8 +43,8 @@ Welcome to follow WeChat public account ["Newly AIGCer"](https://www.ustcnewly.c
- **InharmoniousLocalizationModel** [[MadisNet]](https://github.com/bcmi/MadisNet-Inharmonious-Region-Localization) localizes the inharmonious region in a synthetic image.
- **FOSScoreModel** [[DiscoFOS]](https://github.com/bcmi/Foreground-Object-Search-Dataset-FOSD) evaluates the compatibility between foreground and background in a composite image in terms of geometry and semantics.
- **ShadowGenerationModel** [[GPSDiffusion]](https://github.com/bcmi/GPSDiffusion-Object-Shadow-Generation) generates plausible shadow for the inserted object in a composite image. This model is unstable and you can pick the most satisfactory one from multiple generated results.
- **ControlComModel** [[ControlCom]](https://github.com/bcmi/ControlCom-Image-Composition) is a generative image composition model which unifies image blending and image harmonization. The pose and view of foreground stay unchanged.
- **MureObjectStitchModel** [[MureObjectStitch]](https://github.com/bcmi/MureObjectStitch-Image-Composition) is another generative image composition model which can adjust the pose and view of foreground. It supports multiple reference images of one foreground object. If you have a few images containing the foreground object, we suggest finetuning MureObjectStitch using these images for better detail preservation.
- **ControlComModel** [[ControlCom]](https://github.com/bcmi/ControlCom-Image-Composition) is a generative image composition model which unifies image blending and image harmonization. The pose and view of foreground stay unchanged. **Note that in the provided foreground image, the foreground object should occupy the whole foreground image (see our example), otherwise the performance would be severely affected.**
- **MureObjectStitchModel** [[MureObjectStitch]](https://github.com/bcmi/MureObjectStitch-Image-Composition) is another generative image composition model which can adjust the pose and view of foreground. It supports multiple reference images of one foreground object. If you have a few images containing the foreground object, we suggest finetuning MureObjectStitch using these images for better detail preservation. **Note that in the provided foreground image, the foreground object should occupy the whole foreground image (see our example), otherwise the performance would be severely affected.**


**For the detailed method descriptions, code examples, visualization results, and performance comments, please refer to our [[documents]](https://libcom.readthedocs.io/en/latest/).** If the model performance is not satisfactory, you can finetune the pretrained model on your own dataset using the source repository and replace the original model.
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