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Ubvarol/computer-vision-studies

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๐Ÿ”ฌ๐ŸŒต๐Ÿƒ Computer Vision โ€” Three Image-Classification Studies

Three Kaggle image competitions, all solved with EfficientNet transfer learning in TensorFlow/Keras:

  • โ€”Histopathologic Cancer Detection โ€” binary, ROC-AUC (metastatic tissue in 96ร—96 patches)
  • โ€”Aerial Cactus Identification โ€” binary, ROC-AUC (32ร—32 aerial thumbnails)
  • โ€”Cassava Leaf Disease โ€” 5-class, accuracy (farm leaf photos)

A static showcase of the approach and results. The training notebooks live on GitHub.