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Intersection over Union Metric/Loss (#469)
* Implement IoU metric and IoU loss * Add tests for IoU metric & IoU loss * Add documentation for IoU loss * Update CHANGELOG * Update IoU docstring * Add tensor shape for IoU docstring * Add tests for IoU/GIoU from torchvision
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