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As taylor swift says, 'everything has changed'.

Rosen, Oliver Calman requested to merge rcnn_inference into master

As taylor swift says, 'everything has changed'. Refactored heavily trainer.py and all things related, made a new grid_search bit of code. Some updates to rcnn.py as well.

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