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license: mit |
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<div align="center"> |
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# LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis |
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Chang Liu, Rui Li, Kaidong Zhang, Xin Luo, Dong Liu |
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[[`Paper`]]((https://arxiv.org/pdf/2305.11520)) / [[`Project`]](https://alonzoleeeooo.github.io/LCDG/) / [[`GitHub`]](https://github.com/AlonzoLeeeooo/LCDG) / [[`ModelScope`]](https://modelscope.cn/models/AlonzoLeeeoooo/LaCon) / [`Demo`] |
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</div> |
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Official pre-trained model weights of the paper titled "LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis". |
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# Model Weights Structure |
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``` |
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LaCon/ |
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└── data-preprocessing |
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├── bdcn.pth <----- Model weights of BDCN edge detector (Place in `data-preprocessing/bdcn-edge-detection/checkpoints`) |
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├── vgg16.pth <----- Preresquisites of BDCN edge detector (Place in `data-preprocessing/bdcn-edge-detection/checkpoints`) |
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└── u2net.pth <----- Model weights of U2-Net saliency detector (Place in `data-preprocessing/u2net-saliency-detection/checkpoints`) |
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└── sd-checkpoints |
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├── sd-v1-4.ckpt <----- SD v1.4 |
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├── kl-f8.ckpt <----- VAE model of SD v1.4 |
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├── sd-celebahq.ckpt <----- SD CelebA-HQ |
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└── vq-f4.ckpt <----- VAE model of SD CelebA-HQ |
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├── sdv14_edge.pth <----- Condition aligner based on SD v1.4, for edge conditions |
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├── sdv14_color.pth <----- Condition aligner based on SD v1.4, for color conditions |
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├── sdv14_mask.pth <----- Condition aligner based on SD v1.4, for mask conditions |
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├── sd_celeb_edge.pth <----- Condition aligner based on SD CelebA-HQ, for edge conditions |
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└── sd_celeb_stroke.pth <----- Condition aligner based on SD CelebA-HQ, for color conditions |
