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SberSwap

Input

Source image Target image

(Image from https://github.com/ai-forever/sber-swap/tree/main/examples/images)

Output

Usage

Automatically downloads the onnx and prototxt files on the first run. It is necessary to be connected to the Internet while downloading.

For the sample image,

$ python3 sber-swap.py

If you want to specify the target image, put the image path after the --input option.
The source image can be specified with the --source option.
You can use --savepath option to change the name of the output file to save.

$ python3 sber-swap.py --input TARGET_IMAGE --source SOURCE_IMAGE --savepath SAVE_IMAGE_PATH

By adding the --video option, you can input the video.
If you pass 0 as an argument to VIDEO_PATH, you can use the webcam input instead of the video file.

$ python3 sber-swap.py --video VIDEO_PATH

Reference

Framework

Pytorch

Model Format

  • G_unet_2blocks.onnx.prototxt

  • scrfd_10g_bnkps.onnx.prototxt

  • arcface_backbone.onnx.prototxt

    ONNX opset=11

  • face_landmarks.onnx.prototxt

    ONNX opset=12

Netron

G_unet_2blocks.onnx.prototxt
scrfd_10g_bnkps.onnx.prototxt
arcface_backbone.onnx.prototxt
face_landmarks.onnx.prototxt