ambarella
Ambarella CV5
ISP + CVflow NPU; the silicon inside most mid-range smart cameras and dashcams.
top models on this chip
Object detection
Sorted by latency p50 · matched-pair runs on Ambarella CV5
Object detection| # | Model | Quant | Latency p50 | Throughput | Acc. | Power |
|---|---|---|---|---|---|---|
| 1 | YOLO26-Nano | INT8 | 14.3 ms | 70 FPS | 97.2% | 4.0 W |
| 2 | EfficientDet-Lite4 | INT8 | 27.1 ms | 37 FPS | 97.5% | 3.9 W |
top models on this chip
Embedded ASR
Sorted by latency p50 · matched-pair runs on Ambarella CV5
Embedded ASR| # | Model | Quant | Latency p50 | Throughput | Acc. | Power |
|---|---|---|---|---|---|---|
| 1 | Moonshine-Embedded | INT8 | 612.8 ms | 10 tok/s | 97.7% | 4.0 W |
top models on this chip
Re-ID
Sorted by latency p50 · matched-pair runs on Ambarella CV5
Re-ID| # | Model | Quant | Latency p50 | Throughput | Acc. | Power |
|---|---|---|---|---|---|---|
| 1 | OSNet-AIN | INT8 | 16.5 ms | 61 FPS | 97.8% | 3.7 W |
| 2 | ArcFace-Edge | INT8 | 50.3 ms | 20 FPS | 97.4% | 3.7 W |
top models on this chip
Tracking
Sorted by latency p50 · matched-pair runs on Ambarella CV5
Tracking| # | Model | Quant | Latency p50 | Throughput | Acc. | Power |
|---|---|---|---|---|---|---|
| 1 | StrongSORT-Mobile | INT8 | 16.3 ms | 61 FPS | 98.2% | 4.5 W |