Broken Pill Classification

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Broken and Undroken pill images Classification

Sequence

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1. Load image link from data.csv and save it to File system
2. image preprocessing -> image segmentation
3. Manually omitting some of the pills
4. Classification with CNN Models

Example Data

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Raw image

Image with segmentation

Saved image

Making Broken Pill images

Models

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• VGG16
• GoogLeNet
• ResNet50