mirror of
https://github.com/azaion/ai-training.git
synced 2026-04-23 00:16:35 +00:00
Alex Bezdieniezhnykh
45 lines
1.1 KiB
Python
45 lines
1.1 KiB
Python
import sys
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from pathlib import Path
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from ultralytics import YOLO
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# from vidgear.gears import CamGear
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import cv2
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from time import sleep
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from predictor import OnnxPredictor, YoloPredictor
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# video_url = 'https://www.youtube.com/watch?v=d1n2fDOSo8c'
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# stream = CamGear(source=video_url, stream_mode=True, logging=True).start()
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write_output = False
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predictor = YoloPredictor()
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fourcc = cv2.VideoWriter_fourcc('m', 'p', '4', 'v')
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input_name = 'ForAI_test.mp4'
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output_name = Path(input_name).stem + '_recognised.mp4'
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v_input = cv2.VideoCapture(input_name)
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if write_output:
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v_output = cv2.VideoWriter(output_name, fourcc, 20.0, (640, 480))
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while v_input.isOpened():
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ret, frame = v_input.read()
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if frame is None:
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break
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frame_detected = predictor.predict(frame)
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frame_detected = cv2.resize(frame_detected, (640, 480))
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cv2.imshow('Video', frame_detected)
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sleep(0.01)
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if write_output:
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v_output.write(frame_detected)
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if cv2.waitKey(1) & 0xFF == ord('q'):
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break
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v_input.release()
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if write_output:
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v_output.release()
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cv2.destroyAllWindows()
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