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"fix: correct ArcFace input format for RKNN runner"

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This commit is contained in:
Roki 2026-03-07 20:46:47 +00:00
parent acdfed40a9
commit 500f93f1cd
1 changed files with 9 additions and 0 deletions
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9
frigate/detectors/detection_runners.py
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@ -527,6 +527,15 @@ class RKNNModelRunner(BaseModelRunner):
# Transpose from NCHW to NHWC
pixel_data = np.transpose(pixel_data, (0, 2, 3, 1))
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:
rknn_inputs.append(inputs[name])