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alex-hancock / convoluted-learning

Initial attempts at image recognition
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Add resources to build convolutional neural network #3

Open alex-hancock opened 7 years ago

alex-hancock commented 7 years ago

We can use Tensorflow, Keras, or PyTorch to implement our neural net. Tensorflow - Most familiar Keras - Tensorflow but easier PyTorch - Unfamiliar, but popular in the community, and might be worth learning here.

alex-hancock commented 6 years ago

PyTorch: https://github.com/pytorch/examples https://github.com/yunjey/pytorch-tutorial

alex-hancock commented 6 years ago

Tensorflow: https://www.tensorflow.org/tutorials/deep_cnn https://www.tensorflow.org/tutorials/layers https://github.com/aymericdamien/TensorFlow-Examples/blob/master/examples/3_NeuralNetworks/convolutional_network.py

alex-hancock commented 6 years ago

Keras: https://keras.io/layers/convolutional/ https://cambridgespark.com/content/tutorials/convolutional-neural-networks-with-keras/index.html https://elitedatascience.com/keras-tutorial-deep-learning-in-python https://machinelearningmastery.com/object-recognition-convolutional-neural-networks-keras-deep-learning-library/ http://adventuresinmachinelearning.com/keras-tutorial-cnn-11-lines/