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Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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mask-rcnn for equation detection

Building the docker container

docker build -f Dockerfile.gpu -t edu.arizona/mask-rcnn .

Running the equation notebook

# NOTE: this incantation assumes you're running the command 
# from the project root. Changes to files under notebooks 
# will be written from client to host.

nvidia-docker run --rm -it -d \
  -p 7777:9999 \
  -v "${PWD}/notebooks:/app/notebooks" \
  -v path/to/datasets:/input \
  -v path/to/output:/output \
  edu.arizona/mask-rcnn:latest sh scripts/launch-eq-notebook.sh

Open localhost:7777 to view the jupyter notebooks.

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Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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