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Added Working Dockerfile #72

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6a0de6a
manage to run in docker
thegenerativegeneration Apr 4, 2023
c75a0c4
update dockerignore
thegenerativegeneration Apr 4, 2023
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7 changes: 7 additions & 0 deletions .dockerignore
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**/*.jpg
**/*.png
**/*.mp4
**/*.wav
weights/D_unet_*.pth
.idea
.git
14 changes: 14 additions & 0 deletions Dockerfile
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FROM pytorch/pytorch:1.7.1-cuda11.0-cudnn8-runtime

# Install dependencies
RUN apt-get update && apt-get install -y \
git \
ffmpeg \
libgl1-mesa-glx

WORKDIR /ghost
COPY . .

RUN pip3 install --upgrade pip setuptools wheel && pip3 install -r requirements-docker.txt

ENTRYPOINT ["python", "inference.py"]
4 changes: 3 additions & 1 deletion inference.py
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Expand Up @@ -36,7 +36,7 @@ def init_models(args):
netArc.eval()

# model to get face landmarks
handler = Handler('./coordinate_reg/model/2d106det', 0, ctx_id=0, det_size=640)
handler = Handler('./coordinate_reg/model/2d106det', 0, ctx_id=-1, det_size=640) # -1 for cpu

# model to make superres of face, set use_sr=True if you want to use super resolution or use_sr=False if you don't
if args.use_sr:
Expand All @@ -53,6 +53,7 @@ def init_models(args):


def main(args):
print('Init models...')
app, G, netArc, handler, model = init_models(args)

# get crops from source images
Expand Down Expand Up @@ -125,6 +126,7 @@ def main(args):


if __name__ == "__main__":
print('Init parser...')
parser = argparse.ArgumentParser()

# Generator params
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11 changes: 11 additions & 0 deletions requirements-docker.txt
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opencv-python
onnx==1.9.0
onnxruntime==1.4.0
numpy<=1.20
mxnet
scikit-image
insightface==0.2.1
requests==2.25.1
kornia==0.5.4
dill
protobuf<=3.20