Gesture Recognition on Arduino Nano 33 BLE Tap Gestures (test)
100AccuracyConvex Attention
Evaluation results
| Method | Links | |
|---|---|---|
| Convex AttentionHardware=Arduino Nano 33 BLE, Storage (bytes)=3,948, Latency (µs)=296.352026.02 | 100 | |
| Traditional CNNHardware=Arduino Nano 33 BLE, Storage (bytes)=59,597, Latency (µs)=1584.192026.02 | 99.63 | |
| Traditional AttentionHardware=Arduino Nano 33 BLE, Storage (bytes)=168,126, Latency (µs)=1235.722026.02 | 98.88 | |
| MobileNetHardware=Arduino Nano 33 BLE, Storage (bytes)=336,034, Latency (µs)=753.282026.02 | 77.5 | |
| Convex ViTHardware=Arduino Nano 33 BLE, Storage (bytes)=34,202, Latency (µs)=515.122026.02 | 75.75 | |
| SqueezeNetHardware=Arduino Nano 33 BLE, Storage (bytes)=57,644, Latency (µs)=872.452026.02 | 50.83 |