34 lines
1.0 KiB
Markdown
34 lines
1.0 KiB
Markdown
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# Caps-Train
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A small executable to train an image classifier for [Caps-Server](https://christophhagen.de/git/ch/Caps-Server).
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## Classifier training
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The main server is running on Linux, which doesn't provide the CreateML framework required for classifier training.
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Running this executable will:
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- Fetch the current image catalog by checking missing and changed images
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- Train a classifier on the image set
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- Increment the classifier version and upload the new model
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- Update the list of caps which can be recognized using the classifier
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- Create missing thumbnails for each cap for the cap grid
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A configuration file is required to run the training, with a valid access token for the server:
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```json
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{
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"folder": "../Public",
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"iterations": 20,
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"server": "https://mydomain.com/caps",
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"authentication": "mysecretkey",
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}
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```
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The configuration file `config.json` must be located in the `Config` folder.
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To start the training (on macOS), run from inside the package folder:
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```bash
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swift run -c release
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```
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