face-emotion-rknn
Face detection (RetinaFace) + emotion recognition (AffectNet-7) for RK3588 NPU and CPU (ONNX).
Models
| File | Framework | Description |
|---|
onnx/retinaface_mnet_v2_fp16.onnx | ONNX | Face detection (MobileNetV2 backbone) |
onnx/affecnet7_fp16.onnx | ONNX | 7-class emotion classification |
rknn/retinaface_mnet_v2_fp16.rknn | RKNN | Face detection (RK3588 NPU) |
rknn/affecnet7_fp16.rknn | RKNN | Emotion classification (RK3588 NPU) |
Emotion Classes (AffectNet-7)
Neutral, Happy, Sad, Surprise, Fear, Disgust, Anger
Runtime
Used by the
buddy robot vision pipeline.
