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Real Time Object Detection using Darknet YOLO (You Only Look Once) algorithm on the COCO (Common Objects in Context) dataset.

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ArnavBalyan/Real-Time-Object-Detection_YOLO

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Real-Time-Object-Detection_YOLO

Real Time Object Detection using Darknet YOLO (You Only Look Once) algorithm, OpenCV on the COCO (Common Objects in Context) dataset.

Implementation

Increasing FPS

  • Operations like fetching video from web camera are I/O intensive, we make use of threading (imutil.py) to make use of seperate thread for I/O related operations and end up in a heavily increased frame rate.

Output

The output video is generated through OpenCV's VideoWriter to output_clip.mp4.

Watch the video here:

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Real Time Object Detection using Darknet YOLO (You Only Look Once) algorithm on the COCO (Common Objects in Context) dataset.

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