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https://github.com/azaion/annotations.git
synced 2026-04-22 13:26:30 +00:00
move python inference to Azaion.Inference folder
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import msgpack
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cdef class Detection:
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def __init__(self, double x, double y, double w, double h, int cls, double confidence):
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self.x = x
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self.y = y
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self.w = w
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self.h = h
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self.cls = cls
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self.confidence = confidence
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def __str__(self):
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return f'{self.cls}: {self.x:.2f} {self.y:.2f} {self.w:.2f} {self.h:.2f}, prob: {(self.confidence*100):.1f}%'
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cdef class Annotation:
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def __init__(self, long time, list[Detection] detections):
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self.time = time
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self.detections = detections if detections is not None else []
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self.image = b''
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cdef bytes serialize(self):
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return msgpack.packb({
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"i": self.image, # "i" = image
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"t": self.time, # "t" = time
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"d": [ # "d" = detections
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{
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"x": det.x,
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"y": det.y,
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"w": det.w,
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"h": det.h,
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"c": det.cls,
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"p": det.confidence
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} for det in self.detections
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]
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})
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