abhishekrs4
commited on
Commit
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78bf1f9
1
Parent(s):
650d7bf
added dockerfile
Browse files- Dockerfile +30 -0
Dockerfile
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FROM python:3.8.10-slim
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WORKDIR /app
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# install linux package dependencies
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# can copy files only from current working directory where docker builds
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# cannot copy files from arbitrary directories
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COPY ./resnet_50_deeplab_v3+/oil_spill_seg_resnet_50_deeplab_v3+_80.pt /data/models/oil_spill_seg_resnet_50_deeplab_v3+_80.pt
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COPY ./sample_image_for_inference/img_0814.jpg /data/images/img_0814.jpg
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COPY ./requirements.txt .
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RUN pip install -r requirements.txt
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COPY ./training/__init__.py ./training/
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COPY ./training/dataset.py ./training/
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COPY ./training/encoder_models.py ./training/
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COPY ./training/decoder_models.py ./training/
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COPY ./training/image_preprocessing.py ./training/
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COPY ./training/logger_utils.py ./training/
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COPY ./training/metrics.py ./training/
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COPY ./training/seg_models.py ./training/
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COPY ./training/image_stats.json ./training/
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COPY ./app.py .
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EXPOSE 7860
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CMD ["streamlit", "run", "app.py", "--server.port=7860"]
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