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May 18, 2020 17:30
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Code for my medium story Serve a Deep Learning Image Classification Model Written in TensorFlow 2 as a REST API and Dockerize it! (with GPU support)
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| name: tf2-image-classifier-api | |
| channels: | |
| - anaconda | |
| - conda-forge | |
| - defaults | |
| dependencies: | |
| - pip==20.1 | |
| - numpy==1.18.4 | |
| - flask==1.1.2 | |
| - matplotlib==3.2.1 | |
| - seaborn==0.10.1 | |
| - scikit-learn==0.23 | |
| - notebook==6.0.3 | |
| - ipywidgets==7.5.1 | |
| - waitress==1.4.3 | |
| - pip: | |
| - tensorflow-gpu==2.2.0 | |
| - opencv-python==4.2.0.34 | |
| - tqdm==4.46.0 |
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