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Update memryx.py

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abinila siva 2025-04-11 16:40:19 -04:00 committed by Abinila Siva
parent 5972f78799
commit bdd196f8f6
1 changed files with 9 additions and 3 deletions
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12
frigate/detectors/plugins/memryx.py
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@ -38,6 +38,7 @@ class MemryXDetector(DetectionApi):
ModelTypeEnum.ssd,
ModelTypeEnum.yolonas,
ModelTypeEnum.yolov9,
ModelTypeEnum.yolov8,
ModelTypeEnum.yolox,
]
@ -61,10 +62,15 @@ class MemryXDetector(DetectionApi):
if self.memx_model_type == ModelTypeEnum.yolov9:
self.model_url = "https://developer.memryx.com/example_files/1p2_frigate/yolov9.zip"
# self.expected_post_model = "YOLO_v9_small_640_640_3_onnx_post.onnx"
elif self.memx_model_type == ModelTypeEnum.yolov8:
self.model_url = "https://developer.memryx.com/example_files/1p2_frigate/yolov8.zip"
if self.memx_model_type in [ModelTypeEnum.yolov8, ModelTypeEnum.yolov9]:
# Shared constants for both yolov8 and yolov9
self.const_A = np.load("/memryx_models/yolov9/_model_22_Constant_9_output_0.npy")
self.const_B = np.load("/memryx_models/yolov9/_model_22_Constant_10_output_0.npy")
self.const_C = np.load("/memryx_models/yolov9/_model_22_Constant_12_output_0.npy")
self.const_C = np.load("/memryx_models/yolov9/_model_22_Constant_12_output_0.npy")
elif self.memx_model_type == ModelTypeEnum.yolonas:
self.model_url = "https://developer.memryx.com/example_files/1p2_frigate/yolo_nas.zip"
@ -405,7 +411,7 @@ class MemryXDetector(DetectionApi):
def process_output(self, *outputs):
if self.memx_model_type == ModelTypeEnum.yolov9:
if self.memx_model_type in [ModelTypeEnum.yolov8, ModelTypeEnum.yolov9]:
outputs = [np.expand_dims(tensor, axis=0) for tensor in outputs] # Shape: (1, H, W, C)
# Move channel axis from 3rd (last) position to 1st position → (1, C, H, W)