fxd1209 / ImageDT

a python lib for neural networks, file and image processing etc.

ImageDT

a python lib for neural networks, file and image processing etc.

Installation

1. pip install pip install imagedt
2. source install

#1  pip install imagedt
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#2  git clone https://github.com/hanranCode/ImageDT.git
    cd ImageDT 
    python setup.py install
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#3  vi ~/.bashrc
    export PYTHONPATH="/path_to_ImageDT:$PYTHONPATH"
    import imagedt in your project

Dependencies

1. tensorflow
2. coremltools
Coremltools has the following dependencies:

• numpy (1.10.0+)
• protobuf (3.1.0+)

In addition, it has the following soft dependencies that are only needed when you are converting models of these formats:

• Keras (1.2.2, 2.0.4+) with corresponding Tensorflow version
• Xgboost (0.7+)
• scikit-learn (0.17+)
• libSVM
  
  

TODO

• tools
  

  • Converte VOC data to tfrecords
    
  • Data interface
    

• networks
  

  • tensorflow

    • lenet test
    • ssd_mobilenet
      

  • caffe

    • ?
      

  • pyroch

    • ??