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Kangaroo

Image detection by finetuning a pretrained CNN

Clone and install the Mask R-CNN

git clone https://github.com/matterport/Mask_RCNN.git
cd Mask_RCNN
python setup.py install

Install dataset

git clone https://github.com/experiencor/kangaroo.git

Dependencies

Make sure both Tensorflow and Keras are in the versions bellow. Otherwise, uninstall and install the correct ones.

  • To run on CPU
pip install tensorflow==1.13.1
pip install keras==2.2.5
  • To run on GPU
pip install tensorflow-gpu==1.14.0
pip install keras==2.2.5