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Fix/rknn arcface input format master (#22319)

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* "fix: correct ArcFace input format for RKNN runner"

* ruff format
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Roki 2026-03-08 14:00:06 +01:00 committed by GitHub
parent f316244495
commit 537e723c30
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frigate/detectors/detection_runners.py
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@ -529,6 +529,17 @@ class RKNNModelRunner(BaseModelRunner):
# Transpose from NCHW to NHWC # Transpose from NCHW to NHWC
pixel_data = np.transpose(pixel_data, (0, 2, 3, 1)) pixel_data = np.transpose(pixel_data, (0, 2, 3, 1))
rknn_inputs.append(pixel_data) rknn_inputs.append(pixel_data)
elif name == "data":
# ArcFace: undo Python normalisation to uint8 [0,255]
# RKNN runtime applies mean=127.5/std=127.5 internally before first layer
face_data = inputs[name]
if len(face_data.shape) == 4 and face_data.shape[1] == 3:
# Transpose from NCHW to NHWC
face_data = np.transpose(face_data, (0, 2, 3, 1))
face_data = (
((face_data + 1.0) * 127.5).clip(0, 255).astype(np.uint8)
)
rknn_inputs.append(face_data)
else: else:
rknn_inputs.append(inputs[name]) rknn_inputs.append(inputs[name])