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jianninapinto / Convolutional-Neural-Network-to-Classify-Images-of-Forest-and-Mountains

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Utilized CNN models to classify images of mountains and forests, treating mountains as the positive class and forests as the negative class. We compare the performance of a pre-trained model, a custom CNN model, and a CNN model with data augmentation.

deep-learning image-classifier data-augmentation cnn-model resnet-50 conv2d globalaveragepooling binary-crossentropy maxpooling2d
  • Updated Mar 28, 2023
  • Jupyter Notebook

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