Gesture Recognition on Arduino Nano 33 BLE Swipe Gestures (test)
1AccuracyConvex Attention
Evaluation results
| Method | Links | |
|---|---|---|
| Convex AttentionHardware=Arduino Nano 33 BLE, Storage (bytes)=6,872, Latency (µs)=290.312026.02 | 1 | |
| Traditional AttentionHardware=Arduino Nano 33 BLE, Storage (bytes)=427,549, Latency (µs)=1251.042026.02 | 0.9975 | |
| MobileNetHardware=Arduino Nano 33 BLE, Storage (bytes)=336,045, Latency (µs)=761.442026.02 | 0.9917 | |
| Traditional CNNHardware=Arduino Nano 33 BLE, Storage (bytes)=124,461, Latency (µs)=1590.432026.02 | 0.985 | |
| SqueezeNetHardware=Arduino Nano 33 BLE, Storage (bytes)=57,644, Latency (µs)=890.332026.02 | 0.4917 | |
| Convex ViTHardware=Arduino Nano 33 BLE, Storage (bytes)=34,213, Latency (µs)=512.982026.02 | 0.4075 |