About the reproducibility #1
Description
Hi,
Thanks for sharing this great work.
I retrained the poseur_res50_coco_256x192 model and got AP=73.0
The AP result is lower than the AP=75,4 in Table 2 (a)
How can I get the result in the paper?
Thanks a lot!
[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 104128/104125, 2139.4 task/s, elapsed: 49s, ETA: 0s
Loading and preparing results...
DONE (t=5.50s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *keypoints*
DONE (t=9.69s).
Accumulating evaluation results...
DONE (t=0.32s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets= 20 ] = 0.730
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets= 20 ] = 0.889
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets= 20 ] = 0.798
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets= 20 ] = 0.695
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets= 20 ] = 0.796
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 20 ] = 0.784
Average Recall (AR) @[ IoU=0.50 | area= all | maxDets= 20 ] = 0.930
Average Recall (AR) @[ IoU=0.75 | area= all | maxDets= 20 ] = 0.844
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets= 20 ] = 0.741
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets= 20 ] = 0.847
2022-08-14 04:06:17,317 - mmpose - INFO - The previous best checkpoint /home/dx/projects/Poseur/work_dirs/poseur_res50_coco_256x192/best_AP_epoch_300.pth was removed
2022-08-14 04:06:18,256 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_325.pth.
2022-08-14 04:06:18,257 - mmpose - INFO - Best AP is 0.7298 at 325 epoch.
2022-08-14 04:06:18,269 - mmpose - INFO - Epoch(val) [325][407] AP: 0.7298, AP .5: 0.8890, AP .75: 0.7979, AP (M): 0.6954, AP (L): 0.7964, AR: 0.7840, AR .5: 0.9304, AR .75: 0.8438, AR (M): 0.7406, AR (L): 0.8470