FR: New Metric: Average Precision for Object Detection (e.g. Faster- or Mask-RCNN)
🚀 Feature
In object detection, the Average Precision Metric is very common. It would be nice to have it included in PyTorchLightning.
Motivation
Object Detection is a major field of artificial intelligence, yet there exist no metrics for it in PyTorchLightning.
Pitch
I just implemented the Average Precision Metric for Object Detection in one of my PytorchLightningProjects. If there is an interest to include it, I would be glad to contribute my code and prepare a PR.
Alternatives
Somebody else implements it.
Additional context
https://cocodataset.org/#detection-eval
https://jonathan-hui.medium.com/map-mean-average-precision-for-object-detection-45c121a31173