- Initial Results: Fixed resolution 512,512: 430s -> 86ms/image
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.340
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.538
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.358
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.165
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.358
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.485
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.293
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.467
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.489
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.290
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.517
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.671
- Pytorch (official repository) 512,512: 380s -> 76ms/image
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.403
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.591
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.440
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.234
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.443
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.532
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.327
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.531
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.557
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.371
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.602
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.704
###TODO
###TODO