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VisualizationsDeep Learning for Images

Image Classification Pipeline

Click through the seven steps of building an image classifier, from collecting photos to a final check on test photos kept aside until the end.

1Collect and label images
2Split into train / validation / test
3Pick a pretrained backbone
4Replace the head
5Freeze, then fine-tune
6Watch both loss curves
7Evaluate on the untouched test set
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