How to get or calculate the final mAP/AP and AR?

[Ai-is-light]

I'm really confused about how to get the pose coordination and get the AP/mAP, AR by my trained model. I just know the output of the two branches are the heatmap, and in the deploy prototxt ,the output are also the heat map with 46*46, so, there are any special toolbox or special code for the metrics? And, in my sever , I do not have the caffe-matlab app, so the author's method is not suit for my situation.
@@@michalfaber
any answers are welcome,Thanks

[anatolix]

mAP is metric of COCO keypoints challenge, they have API for matlab and python.

In my fork I have [may be not really finished] python implementaton by ddremov@
https://github.com/anatolix/keras_Realtime_Multi-Person_Pose_Estimation/blob/new-generation/testing/coco.ipynb
https://github.com/anatolix/keras_Realtime_Multi-Person_Pose_Estimation/blob/new-generation/testing/coco_metric.py

[1209805200]

thank you for your work,it is wonderful! but how can i get the file of cocotest_result.json ?
please help me TAT