Evaluate the network

[duc-tran]

In the original paper, the author used OKS (Object Keypoint Similarity) to evaluate the network when using COCO Dataset. I saw in simple-HRNet there's validation during training but in case I want to custom COCO dataset (adding my own data), then retrain again. After that I need to evaluate the performance on test videos, not the ones in training, is there any function to do so?

[stefanopini]

Hi!

There isn't a Test script for COCO yet, but it should be easy to adapt the COCOTrain class and create a COCOTest class predicting the OKS score.
I'll try to add it along with a test script soon.

For a python implementation of the OKS score, you can have a look here: https://github.com/cocodataset/cocoapi/blob/master/PythonAPI/pycocotools/cocoeval.py#L192