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Prepare the preprocessing model

Hed: https://huggingface.co/lllyasviel/Annotators/blob/main/ControlNetHED.pth\ Lineart: https://huggingface.co/spaces/awacke1/Image-to-Line-Drawings/resolve/main/model.pth\ depth: https://huggingface.co/lllyasviel/Annotators/blob/main/dpt_hybrid-midas-501f0c75.pt (hybrid for inference)
https://huggingface.co/Intel/dpt-large (large for test conditional consistency and fid)\

We recommend storing them in the following paths

|---condition
    |---ckpts
        |---dpt_large
            |---config.json
            |---preprocessor_config.json
            |---pytorch_model.bin
        |---ControlNetHED.pth
        |---dpt_hybrid-midas-501f0c75.pt
        |---model.pth
    |---example
    |---midas
    .
    .
    .