RE-OWOD/tools/deploy/README.md

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This directory contains:
1. A script that converts a detectron2 model to caffe2 format.
2. An example that loads a Mask R-CNN model in caffe2 format and runs inference.
See [tutorial](https://detectron2.readthedocs.io/tutorials/deployment.html)
for their usage.