| Model | Test Size | Parms(M) | FLOPs(B) | BSP Version | TOPS | PL | Inferencing Flow | FPS(E2E) |
|---|---|---|---|---|---|---|---|---|
| YOLOv4-Tiny | 416 | 6.0535 | 6.9289 | v1.2.4 | 0.94 | h264 encoder | seq. | 29.8 |
| YOLOv4 | 416 | 64.33 | 129.5567 | v1.2.4 | 0.94 | h264 encoder | seq. | 8.7 |
- E2E: end to end, 1080p
- seq.: sequential
read frame -> pre-process -> inference -> post-process -> output
| Channel | Res. | Model | Test Size | FPS(E2E)/Per-channel | SW Framework |
|---|---|---|---|---|---|
| 4 | 1080p | YOLOv4-Tiny | 416 | 17 | VVAS 2.0 |
| 4 | 720p | YOLOv4-Tiny | 416 | 21 | VVAS 2.0 |
| 4 | 540p | YOLOv4-Tiny | 416 | 23.5 | VVAS 2.0 |
- Res.: Resolution from IP camera setting
- E2E: end to end
- VVAS: Refer to here