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CNN-webapp

CNN picture classifier webapp built in Flask. It differentiates between pictures of cats and dogs.

Model arhitecture:

  • Input Layer: reshapes image into single diminsion array. Example your image is 64x64 = 4096, it will convert to (4096,1) array.
  • Conv Layer: extracts features from image.
  • Pooling Layer: reduces the spatial volume of input image after convolution.
  • Fully Connected Layer: connects a layer to another layer.
  • Output Layer: makes the prediction.

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CNN picture classifier webapp built in Flask

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