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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.
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