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Google Coral Edge TPU
INT8-only 4 TOPS coprocessor. The classic 'add ML to a Pi' part — still ubiquitous.
top models on this chip
Object detection
Sorted by latency p50 · matched-pair runs on Google Coral Edge TPU
Object detection| # | Model | Quant | Latency p50 | Throughput | Acc. | Power |
|---|---|---|---|---|---|---|
| 1 | YOLO26-Nano | INT8 | 24.1 ms | 42 FPS | 97.8% | 1.5 W |
| 2 | EfficientDet-Lite4 | INT8 | 62.4 ms | 16 FPS | 98.8% | 1.4 W |
top models on this chip
Embedded ASR
Sorted by latency p50 · matched-pair runs on Google Coral Edge TPU
Embedded ASR| # | Model | Quant | Latency p50 | Throughput | Acc. | Power |
|---|---|---|---|---|---|---|
| 1 | Whisper-Edge-Tiny | INT8 | 1008.9 ms | 6.3 tok/s | 98.4% | 1.7 W |
top models on this chip
Re-ID
Sorted by latency p50 · matched-pair runs on Google Coral Edge TPU
Re-ID| # | Model | Quant | Latency p50 | Throughput | Acc. | Power |
|---|---|---|---|---|---|---|
| 1 | OSNet-AIN | INT8 | 26.6 ms | 38 FPS | 98.5% | 1.8 W |
top models on this chip
Pose
Sorted by latency p50 · matched-pair runs on Google Coral Edge TPU
Pose| # | Model | Quant | Latency p50 | Throughput | Acc. | Power |
|---|---|---|---|---|---|---|
| 1 | MediaPipe-Hands-Edge | INT8 | 29.5 ms | 34 FPS | 97.7% | 1.7 W |
| 2 | MoveNet-Lightning | INT8 | 29.7 ms | 34 FPS | 97.8% | 1.4 W |