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https://github.com/clementsan/cnn-image-classification

AI-based image classification tasks (via CNN networks)
https://github.com/clementsan/cnn-image-classification

cnn-model deep-learning fastai image-classification pytorch

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AI-based image classification tasks (via CNN networks)

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# AI-based image classification tasks on Scanning Elecron Microscope (SEM) data

## Analysis tasks

### Preprocessing scripts
- Generating small tiles from large images

### Image classification
- Image classification via pytorch

- Image classification via fastai
- Direct classification on small tiles
- Classification with Majority Voting
- Classification with 5-Fold Cross Validation (CV)

## Notes

### Neural networks

Use of various ResNet models

### Deep learning libraries

Use of pytorch and fastai libraries