Step By Step Mask RCNN Installation
Attention
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Compatible Python Version: python==3.6.12
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IDE: Anaconda Cloud & Conda Prompt
-Anaconda Cloud: https://www.anaconda.com
conda create -n maskrcnn python=3.6.12
conda activate maskrcnn
pip install -r requirements.txt
Dependencies
numpy, scipy, cython, h5py, Pillow, scikit-image, tensorflow==1.14.0 keras==2.0.8, jupyter or (tensorflow-gpu ==1.15.0 keras==2.2.5)
Download the file mask_rcnn_balloon.h5 from Mask_RCNN_2.1 file and mask_rcnn_coco.h5 model from Mask_RCNN_2.0 file. These 2 models should be placed in the samples folder.
Attention
If the TensorFlow and Keras versions have landed in high versions, you can make a specific installation with the following commands.
python setup.py install
pip install git+https://github.com/philferriere/cocoapi.git#subdirectory=PythonAPI
jupyter notebook