v-zmiycharov / image-recognition

About

Image recognition using Convolutional neural networks. Master's Thesis for Information retrieval and data mining in Sofia University. It is developed using Python and keras with tensorflow backend (PyCharm as IDE).

Install requirements:

• Linux based OS
• Python v3+
• Python packages:
  • numpy:
    pip install numpy
  • PIL:
    pip install pillow
  • h5py:
    sudo apt-get install libhdf5
    sudo pip3 install h5py
  • keras:
    pip install keras (https://keras.io/#installation)
• CUDA toolkit 8.0
• CuDNN v5
• Tensorflow

Detailed info: https://www.tensorflow.org/versions/r0.11/get_started/os_setup (Ubuntu/Linux 64-bit, GPU enabled, Python 3.4)