mirror of
https://github.com/azaion/detections.git
synced 2026-04-22 06:46:32 +00:00
Roman Meshko
64 lines
2.7 KiB
Cython
64 lines
2.7 KiB
Cython
cdef class AIRecognitionConfig:
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def __init__(self,
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frame_period_recognition,
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frame_recognition_seconds,
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probability_threshold,
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tracking_distance_confidence,
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tracking_probability_increase,
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tracking_intersection_threshold,
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model_batch_size,
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big_image_tile_overlap_percent,
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altitude,
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focal_length,
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sensor_width
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):
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self.frame_period_recognition = frame_period_recognition
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self.frame_recognition_seconds = frame_recognition_seconds
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self.probability_threshold = probability_threshold
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self.tracking_distance_confidence = tracking_distance_confidence
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self.tracking_probability_increase = tracking_probability_increase
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self.tracking_intersection_threshold = tracking_intersection_threshold
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self.model_batch_size = model_batch_size
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self.big_image_tile_overlap_percent = big_image_tile_overlap_percent
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self.has_altitude = altitude is not None
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self.altitude = 0.0 if altitude is None else float(altitude)
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self.focal_length = focal_length
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self.sensor_width = sensor_width
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def __str__(self):
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return (f'frame_seconds : {self.frame_recognition_seconds}, distance_confidence : {self.tracking_distance_confidence}, '
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f'probability_increase : {self.tracking_probability_increase}, '
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f'intersection_threshold : {self.tracking_intersection_threshold}, '
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f'frame_period_recognition : {self.frame_period_recognition}, '
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f'big_image_tile_overlap_percent: {self.big_image_tile_overlap_percent}, '
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f'model_batch_size: {self.model_batch_size}, '
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f'altitude: {self.altitude if self.has_altitude else None}, '
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f'focal_length: {self.focal_length}, '
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f'sensor_width: {self.sensor_width}'
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)
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@staticmethod
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cdef AIRecognitionConfig from_dict(dict data):
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return AIRecognitionConfig(
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data.get("frame_period_recognition", 4),
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data.get("frame_recognition_seconds", 2),
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data.get("probability_threshold", 0.25),
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data.get("tracking_distance_confidence", 0.0),
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data.get("tracking_probability_increase", 0.0),
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data.get("tracking_intersection_threshold", 0.6),
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data.get("model_batch_size", 8),
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data.get("big_image_tile_overlap_percent", 20),
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data.get("altitude", None),
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data.get("focal_length", 24),
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data.get("sensor_width", 23.5)
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)
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