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janaghoniem / Fruits-Recognition-Using-Deep-Learning-with-Data-Augmentation

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A deep learning project for classifying 130+ fruits using EfficientNet, ResNet, and MobileNet with custom augmentations and SE blocks. Built on the Fruits-360 dataset.

deep-learning tensorflow keras cnn image-classification image-recognition transfer-learning data-augmentation resnet-50 mobilenetv2 squeeze-and-excitation efficientnetb0 fruits360 background-replacement
  • Updated Jun 3, 2025
  • Jupyter Notebook

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