Object Detection on YOLO-KP Benchmark
11.73Energy per Frame (mJ)YOLO-KP SDNN
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| YOLO-KP SDNNPlatform=Loihi, I/O configuration=Standard, Sigma-Delta Threshold=02025.05 | 11.73 | 3.2 | 175.6 | 37.59 | 0.832 | 1.031 | 0.545 | 0.858 | |
| YOLO-KP ANNPlatform=Jetson Xavier, Sigma-Delta Threshold=02025.05 | 14.1 | 3.11 | 321.9 | 43.8 | — | — | — | — | |
| YOLO-KP SDNNPlatform=Loihi, I/O configuration=no IO, Sigma-Delta Threshold=02025.05 | 19.89 | 2.86 | 196.5 | 56.93 | 1.41 | 0.922 | 0.61 | 1.3 |