[SOLVED] GFPGAN is not working | ValueError: max() arg is an empty sequence

Gourieff / sd-webui-reactor

Fast and Simple Face Swap Extension for StableDiffusion WebUI (A1111 SD WebUI, SD WebUI Forge, SD.Next, Cagliostro)

GNU Affero General Public License v3.0

2.55k stars 277 forks source link

First, confirm

[X] I have read the instruction carefully
[X] I have searched the existing issues
[X] I have updated the extension to the latest version

What happened?

Running Reactor. When using gfpgann, face does not swap.

Steps to reproduce the problem

Select GFPGAN as the face restorer in Reactor.
Generate an image

Sysinfo

Windows 11, Chrome, RTX 4090, Automatic 1111.

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"nvidia_gpu_models": "GPU 0: NVIDIA GeForce RTX 4090", "cudnn_version": null, "pip_version": "pip3", "pip_packages": [ "numpy==1.23.5", "open-clip-torch==2.20.0", "pytorch-lightning==1.9.4", "torch==2.0.1+cu118", "torchdiffeq==0.2.3", "torchmetrics==1.2.1", "torchsde==0.2.6", "torchvision==0.15.2+cu118" ], "conda_packages": null, "hip_compiled_version": "N/A", "hip_runtime_version": "N/A", "miopen_runtime_version": "N/A", "caching_allocator_config": "", "is_xnnpack_available": "True", "cpu_info": [ "Architecture=9", "CurrentClockSpeed=4701", "DeviceID=CPU0", "Family=107", "L2CacheSize=12288", "L2CacheSpeed=", "Manufacturer=AuthenticAMD", "MaxClockSpeed=4701", "Name=AMD Ryzen 9 7900X 12-Core Processor ", "ProcessorType=3", "Revision=24834" ] }, "Exceptions": [ { "exception": "max() arg is an empty sequence", "traceback": [ [ "E:\Stable\stable-diffusion-webui\modules\scripts.py, line 774, postprocess_image", "script.postprocess_image(p, pp, *script_args)" ], [ "E:\Stable\stable-diffusion-webui\extensions\sd-webui-reactor\scripts\reactor_faceswap.py, line 373, postprocess_image", "result, output, swapped = swap_face(" ], [ "E:\Stable\stable-diffusion-webui\extensions\sd-webui-reactor\scripts\reactor_swapper.py, line 578, swap_face", "result_image, output, swapped = operate(source_img,target_img,target_img_orig,model,source_faces_index,faces_index,source_faces,target_faces,gender_source,gender_target,source_face,wrong_gender,source_age,source_gender,output,swapped,mask_face,entire_mask_image,enhancement_options)" ], [ "E:\Stable\stable-diffusion-webui\extensions\sd-webui-reactor\scripts\reactor_swapper.py, line 711, operate", "result_image = enhance_image(result_image, enhancement_options)" ], [ "E:\Stable\stable-diffusion-webui\extensions\sd-webui-reactor\scripts\reactor_swapper.py, line 185, enhance_image", "result_image = restore_face(result_image, enhancement_options)" ], [ "E:\Stable\stable-diffusion-webui\extensions\sd-webui-reactor\scripts\reactor_swapper.py, line 146, restore_face", "numpy_image = enhancement_options.face_restorer.restore(numpy_image)" ], [ "E:\Stable\stable-diffusion-webui\modules\gfpgan_model.py, line 121, restore", "return gfpgan_fix_faces(np_image)" ], [ "E:\Stable\stable-diffusion-webui\modules\gfpgan_model.py, line 60, gfpgan_fix_faces", "model = gfpgann()" ], [ "E:\Stable\stable-diffusion-webui\modules\gfpgan_model.py, line 38, gfpgann", "latest_file = max(gfp_models, key=os.path.getctime)" ] ] } ], "CPU": { "model": "AMD64 Family 25 Model 97 Stepping 2, AuthenticAMD", "count logical": 24, "count physical": 12 }, "RAM": { "total": "64GB", "used": "11GB", "free": "53GB" }, "Extensions": [ { "name": "adetailer", "path": "E:\Stable\stable-diffusion-webui\extensions\adetailer", "version": "261f9c1e", "branch": "main", "remote": "https://github.com/Bing-su/adetailer.git" }, { "name": "sd-civitai-browser-plus", "path": 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"tensorflow-io-gcs-filesystem==0.31.0", "tensorflow==2.15.0", "termcolor==2.4.0", "tf-keras-nightly==2.16.0.dev2023121810", "thop==0.1.1.post2209072238", "threadpoolctl==3.2.0", "tifffile==2023.12.9", "timm==0.9.2", "tinycss2==1.2.1", "tokenizers==0.13.3", "tomesd==0.1.3", "tomli==2.0.1", "toolz==0.12.0", "torch==2.0.1+cu118", "torchdiffeq==0.2.3", "torchmetrics==1.2.1", "torchsde==0.2.6", "torchvision==0.15.2+cu118", "tqdm==4.66.1", "trampoline==0.1.2", "transformers==4.30.2", "typing-extensions==4.9.0", "tzdata==2023.3", "ultralytics==8.0.227", "urllib3==2.1.0", "uvicorn==0.24.0.post1", "wcwidth==0.2.12", "webencodings==0.5.1", "websockets==11.0.3", "werkzeug==3.0.1", "wheel==0.42.0", "wrapt==1.14.1", "xformers==0.0.20", "yacs==0.1.8", "yapf==0.40.2", "yarl==1.9.4", "zipp==3.17.0", "zipunicode==1.1.1" ] }

Relevant console log

*** Error running postprocess_image: E:\Stable\stable-diffusion-webui\extensions\sd-webui-reactor\scripts\reactor_faceswap.py
    Traceback (most recent call last):
      File "E:\Stable\stable-diffusion-webui\modules\scripts.py", line 774, in postprocess_image
        script.postprocess_image(p, pp, *script_args)
      File "E:\Stable\stable-diffusion-webui\extensions\sd-webui-reactor\scripts\reactor_faceswap.py", line 373, in postprocess_image
        result, output, swapped = swap_face(
      File "E:\Stable\stable-diffusion-webui\extensions\sd-webui-reactor\scripts\reactor_swapper.py", line 578, in swap_face
        result_image, output, swapped = operate(source_img,target_img,target_img_orig,model,source_faces_index,faces_index,source_faces,target_faces,gender_source,gender_target,source_face,wrong_gender,source_age,source_gender,output,swapped,mask_face,entire_mask_image,enhancement_options)
      File "E:\Stable\stable-diffusion-webui\extensions\sd-webui-reactor\scripts\reactor_swapper.py", line 711, in operate
        result_image = enhance_image(result_image, enhancement_options)
      File "E:\Stable\stable-diffusion-webui\extensions\sd-webui-reactor\scripts\reactor_swapper.py", line 185, in enhance_image
        result_image = restore_face(result_image, enhancement_options)
      File "E:\Stable\stable-diffusion-webui\extensions\sd-webui-reactor\scripts\reactor_swapper.py", line 146, in restore_face
        numpy_image = enhancement_options.face_restorer.restore(numpy_image)
      File "E:\Stable\stable-diffusion-webui\modules\gfpgan_model.py", line 121, in restore
        return gfpgan_fix_faces(np_image)
      File "E:\Stable\stable-diffusion-webui\modules\gfpgan_model.py", line 60, in gfpgan_fix_faces
        model = gfpgann()
      File "E:\Stable\stable-diffusion-webui\modules\gfpgan_model.py", line 38, in gfpgann
        latest_file = max(gfp_models, key=os.path.getctime)
    ValueError: max() arg is an empty sequence

Additional information

No response

I updated to cuda 12.1 and got the latest cudann for 12.1 and am still seeing the same error above. I tried removing the venv folder from auto 1111 and cleared the cache and reinstalled all packages. I'm attaching the latest sysinfo:

{ "Platform": "Windows-10-10.0.22621-SP0", "Python": "3.10.6", "Version": "v1.7.0", "Commit": "cf2772fab0af5573da775e7437e6acdca424f26e", "Script path": "E:\Stable\stable-diffusion-webui", "Data path": "E:\Stable\stable-diffusion-webui", "Extensions dir": "E:\Stable\stable-diffusion-webui\extensions", "Checksum": "cc9fcddcd4bfa1fd89bf2d2c7be764f033396426c0945000d6134c8525ac286b", "Commandline": [ "launch.py", "--autolaunch", "--theme", "dark", "--xformers" ], "Torch env info": { "torch_version": "2.0.1+cu118", "is_debug_build": "False", "cuda_compiled_version": "11.8", "gcc_version": null, "clang_version": null, "cmake_version": null, "os": "Microsoft Windows 11 Pro", "libc_version": "N/A", "python_version": "3.10.6 (tags/v3.10.6:9c7b4bd, Aug 1 2022, 21:53:49) [MSC v.1932 64 bit (AMD64)] (64-bit runtime)", "python_platform": "Windows-10-10.0.22621-SP0", "is_cuda_available": "True", "cuda_runtime_version": "12.1.66\r", "cuda_module_loading": "LAZY", "nvidia_driver_version": "531.14", "nvidia_gpu_models": "GPU 0: NVIDIA GeForce RTX 4090", "cudnn_version": "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.1\bin\cudnn_ops_train64_8.dll", "pip_version": "pip3", "pip_packages": [ "numpy==1.23.5", "open-clip-torch==2.20.0", "pytorch-lightning==1.9.4", "torch==2.0.1+cu118", "torchdiffeq==0.2.3", "torchmetrics==1.2.1", "torchsde==0.2.6", "torchvision==0.15.2+cu118" ], "conda_packages": null, "hip_compiled_version": "N/A", "hip_runtime_version": "N/A", "miopen_runtime_version": "N/A", "caching_allocator_config": "", "is_xnnpack_available": "True", "cpu_info": [ "Architecture=9", "CurrentClockSpeed=4701", "DeviceID=CPU0", "Family=107", "L2CacheSize=12288", "L2CacheSpeed=", "Manufacturer=AuthenticAMD", "MaxClockSpeed=4701", "Name=AMD Ryzen 9 7900X 12-Core Processor ", "ProcessorType=3", "Revision=24834" ] }, "Exceptions": [ { "exception": "max() arg is an empty sequence", "traceback": [ [ "E:\Stable\stable-diffusion-webui\modules\scripts.py, line 774, postprocess_image", "script.postprocess_image(p, pp, *script_args)" ], [ "E:\Stable\stable-diffusion-webui\extensions\sd-webui-reactor\scripts\reactor_faceswap.py, line 376, postprocess_image", "result, output, swapped = swap_face(" ], [ "E:\Stable\stable-diffusion-webui\extensions\sd-webui-reactor\scripts\reactor_swapper.py, line 581, swap_face", "result_image, output, swapped = operate(source_img,target_img,target_img_orig,model,source_faces_index,faces_index,source_faces,target_faces,gender_source,gender_target,source_face,wrong_gender,source_age,source_gender,output,swapped,mask_face,entire_mask_image,enhancement_options)" ], [ "E:\Stable\stable-diffusion-webui\extensions\sd-webui-reactor\scripts\reactor_swapper.py, line 714, operate", "result_image = enhance_image(result_image, enhancement_options)" ], [ "E:\Stable\stable-diffusion-webui\extensions\sd-webui-reactor\scripts\reactor_swapper.py, line 188, enhance_image", "result_image = restore_face(result_image, enhancement_options)" ], [ "E:\Stable\stable-diffusion-webui\extensions\sd-webui-reactor\scripts\reactor_swapper.py, line 148, restore_face", "numpy_image = gfpgan_model.gfpgan_fix_faces(numpy_image)" ], [ "E:\Stable\stable-diffusion-webui\modules\gfpgan_model.py, line 60, gfpgan_fix_faces", "model = gfpgann()" ], [ "E:\Stable\stable-diffusion-webui\modules\gfpgan_model.py, line 38, gfpgann", "latest_file = max(gfp_models, key=os.path.getctime)" ] ] } ], "CPU": { "model": "AMD64 Family 25 Model 97 Stepping 2, AuthenticAMD", "count logical": 24, "count physical": 12 }, "RAM": { "total": "64GB", "used": "14GB", "free": "49GB" }, "Extensions": [ { "name": "adetailer", "path": "E:\Stable\stable-diffusion-webui\extensions\adetailer", "version": "261f9c1e", "branch": "main", "remote": "https://github.com/Bing-su/adetailer.git" }, { "name": "sd-civitai-browser-plus", "path": "E:\Stable\stable-diffusion-webui\extensions\sd-civitai-browser-plus", "version": "a5cdb79f", "branch": "main", "remote": "https://github.com/BlafKing/sd-civitai-browser-plus.git" }, { "name": "sd-webui-additional-networks", "path": "E:\Stable\stable-diffusion-webui\extensions\sd-webui-additional-networks", "version": "e9f3d622", "branch": "main", "remote": "https://github.com/kohya-ss/sd-webui-additional-networks.git" }, { "name": "sd-webui-controlnet", "path": "E:\Stable\stable-diffusion-webui\extensions\sd-webui-controlnet", "version": "01e4574d", "branch": "main", "remote": "https://github.com/Mikubill/sd-webui-controlnet.git" }, { "name": "sd-webui-infinite-image-browsing", "path": "E:\Stable\stable-diffusion-webui\extensions\sd-webui-infinite-image-browsing", "version": "fed7cf41", "branch": "main", "remote": "https://github.com/zanllp/sd-webui-infinite-image-browsing.git" }, { "name": "sd-webui-reactor", "path": "E:\Stable\stable-diffusion-webui\extensions\sd-webui-reactor", "version": "805a0cae", "branch": "main", "remote": "https://github.com/Gourieff/sd-webui-reactor" } ], "Inactive extensions": [ { "name": "sd-webui-facefusion", "path": "E:\Stable\stable-diffusion-webui\extensions\sd-webui-facefusion", "version": "2ee00309", "branch": "main", "remote": "https://github.com/diffus-me/sd-webui-facefusion.git" } ], "Environment": { "COMMANDLINE_ARGS": " --autolaunch --theme dark --xformers ", "GRADIO_ANALYTICS_ENABLED": "False" }, "Config": { "samples_save": true, "samples_format": "png", "samples_filename_pattern": "", "save_images_add_number": true, "save_images_replace_action": "Replace", "grid_save": true, "grid_format": "png", "grid_extended_filename": false, "grid_only_if_multiple": true, "grid_prevent_empty_spots": false, "grid_zip_filename_pattern": "", "n_rows": -1, "font": "", "grid_text_active_color": "#000000", "grid_text_inactive_color": "#999999", "grid_background_color": "#ffffff", "save_images_before_face_restoration": false, "save_images_before_highres_fix": false, "save_images_before_color_correction": false, "save_mask": false, 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Gourieff / sd-webui-reactor