Mask Region Convolutional Neural Network

This is a stripped down version of The FAIR Mask R-CNN Implementation. There were some problems with using the jupyter notebooks and Keras multiprocessing on Windows-10 64bit machines.

Steps to reproduce

1. Clone this repo into a fresh python 3.6 virtual environment.

   git clone https://github.com/FletcherFT/mrcnn-playground.git

2. Install the requirements.txt file.

   pip install -r requirements.txt

   Note If you receive an error from pip when trying to install the shapely module, install it manually either from here, or using the .whl included in this repo:

   pip install .\extras\Shapely-1.6.4.post2-cp36-cp36m-win_amd64.whl

   Then try the first command in this step again. Hopefully it should work on your system :)

3. (opt.) Install the optional-requirements.txt file, which contains the tensorflow-gpu package.

   pip install -r optional-requirements.txt

4. Test the training script:

   python train_shapes.py