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Fix min region size not being divisible by 4 (#7040)
* Fix min region size not being divisible by 4 * Simplify half calculation
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@ -14,7 +14,7 @@ import cv2
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import numpy as np
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import numpy as np
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from setproctitle import setproctitle
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from setproctitle import setproctitle
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from frigate.config import CameraConfig, DetectConfig
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from frigate.config import CameraConfig, DetectConfig, ModelConfig
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from frigate.const import ALL_ATTRIBUTE_LABELS, ATTRIBUTE_LABEL_MAP, CACHE_DIR
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from frigate.const import ALL_ATTRIBUTE_LABELS, ATTRIBUTE_LABEL_MAP, CACHE_DIR
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from frigate.detectors.detector_config import PixelFormatEnum
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from frigate.detectors.detector_config import PixelFormatEnum
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from frigate.log import LogPipe
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from frigate.log import LogPipe
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@ -95,7 +95,17 @@ def filtered(obj, objects_to_track, object_filters):
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return False
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return False
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def create_tensor_input(frame, model_config, region):
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def get_min_region_size(model_config: ModelConfig) -> int:
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"""Get the min region size and ensure it is divisible by 4."""
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half = int(max(model_config.height, model_config.width) / 2)
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if half % 4 == 0:
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return half
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return int((half + 3) / 4) * 4
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def create_tensor_input(frame, model_config: ModelConfig, region):
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if model_config.input_pixel_format == PixelFormatEnum.rgb:
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if model_config.input_pixel_format == PixelFormatEnum.rgb:
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cropped_frame = yuv_region_2_rgb(frame, region)
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cropped_frame = yuv_region_2_rgb(frame, region)
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elif model_config.input_pixel_format == PixelFormatEnum.bgr:
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elif model_config.input_pixel_format == PixelFormatEnum.bgr:
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@ -719,7 +729,7 @@ def process_frames(
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camera_name: str,
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camera_name: str,
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frame_queue: mp.Queue,
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frame_queue: mp.Queue,
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frame_shape,
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frame_shape,
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model_config,
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model_config: ModelConfig,
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detect_config: DetectConfig,
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detect_config: DetectConfig,
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frame_manager: FrameManager,
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frame_manager: FrameManager,
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motion_detector: MotionDetector,
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motion_detector: MotionDetector,
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@ -743,7 +753,7 @@ def process_frames(
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startup_scan_counter = 0
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startup_scan_counter = 0
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region_min_size = int(max(model_config.height, model_config.width) / 2)
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region_min_size = get_min_region_size(model_config)
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while not stop_event.is_set():
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while not stop_event.is_set():
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if exit_on_empty and frame_queue.empty():
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if exit_on_empty and frame_queue.empty():
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