mask_rcnn_clone

Mask-RCNN

Reference1 : https://github.com/matterport/Mask_RCNN

Reference2 : https://github.com/kairess/Mask_RCNN

Dependancies

• python 3.7.7

• numpy 1.19.1

• keras 2.3.1

• tensorflow 2.1.0

• opencv 4.3.0(python)

• scikit-image(skimage) 0.16.2

• matplotlib 3.2.2

• imgaug

• Install imgaug : pip3 install imgaug https://github.com/aleju/imgaug

• pycocotools

• Install Python COCO from github : https://github.com/waleedka/coco

  1. Pre-requisite(cython) : pip3 install Cython

  2. pycocotools : pip3 install pycocotools

tf1 --> tf2 upgrade

• Reference : https://www.tensorflow.org/guide/upgrade

• Command : tf_upgrade_v2 --infile model.py --outfile model_tf2_upgraded.py