MaskRCNN

MaskRCNN avec tf 2.3

Installation

• conda create -n maskRCNN python=3.8

• conda install opencv

• pip install numpy scikit-image tensorflow-gpu keras h5py imgaug

• conda activate maskRCNN

• conda install jupyter notebook

• cd PATH-DE-LA-DEMO

• git clone https://github.com/pdollar/coco.git

• cd coco/PythonAPI

• python setup.py install

• (si erreur rencontré mettre à jour https://docs.microsoft.com/en-us/answers/questions/136595/error-microsoft-visual-c-140-or-greater-is-require.html)

• jupyter notebook

Utilisation

Démo dans samples/Mask-RCNN-Demo.ipynb, permet le téléchargement du modèle pré-entrainé coco.

Citation

@misc{matterport_maskrcnn_2017, title={Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow}, author={Waleed Abdulla}, year={2017}, publisher={Github}, journal={GitHub repository}, howpublished={\url{https://github.com/matterport/Mask_RCNN}}, }