kovacspeter/Animal-classification

Project for Applied Machine Learning at University of Amsterdam.

Animal-classification

Project for Applied Machine Learning at University of Amsterdam.

Setting up project

1. Clone this repository git clone https://github.com/kovacspeter/Animal-classification.git
2. Download the bvlc_alexnet.npy, or download manually from the toronto computer science website
3. Run training python run.py

Data augmentation comes from this github project!

TODO

1. Data Augmentation
2. Loading/Saving of model
3. Summaries

Resources for the road to AlexNet

1. On convolutional networks

   • http://cs231n.github.io/convolutional-networks/
   • http://ufldl.stanford.edu/tutorial/supervised/ConvolutionalNeuralNetwork/
   • https://ujjwalkarn.me/2016/08/11/intuitive-explanation-convnets/

2. On Tensorflow

   • https://www.tensorflow.org/versions/r0.11/tutorials/index.html
   • http://jorditorres.org/first-contact-with-tensorflow/

3. CNN in TensorFlow

   • https://www.tensorflow.org/versions/r0.11/tutorials/deep_cnn/index.html