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Faster-R-CNN-and-Mask-R-CNN

Faster R-CNN (with a RPN to predict bounding boxes) architecture with a Mask R-CNN branch to identify and segment cars and people in a "Car & Pedestrian" image dataset obtained from the orginial COCO dataset.

Used TensorFlow framework for development. Used Google Colaboratory to use GPU while training the model.

Please note:

  • Before running the Notebook, add the 'data' directory to Google Drive.