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ConvolutionNeuralNet

Implementation of a CNN. The architecture does not include training modules. The weights should be pre-trained.

Weights are extracted from a json file of pre-trained weight matrices.

The weight dictionary is of the form

Wl i j - for convolutional layer weights, where

l - overall layer number i - ith feature in the next layer j - jth feature in the previous layer and

Wl for mlp weights

l - overall layer number

For demo

  1. face_test.py - contains a gender classification demo on webcam by faces detected by opencv's face detection
  2. face_det.py - gender classification demo on webcam by face detection tracking using Optical Flow
  3. test.py - contains gender detection demo on still images For usage, see the test.py file

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Implementation of a CNN. The architecture does not include training modules. The weights should be pre-trained.

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