webdetect: Demonstration of object detection in concurrent real-time video streams

7c2a0ce Implement I/O reconnection

~krystianch pushed to ~krystianch/webdetect git

5 days ago

82f1c1c Add function docs & explanations where not obvious

~krystianch pushed to ~krystianch/webdetect git

14 days ago

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#webdetect

A demonstration of object detection in concurrent real-time video streams.

#Requirements

See requirements.txt for required Python packages.

#Usage

Download model and weights. Any darknet-compatible model should work, but YOLOv3-tiny is recommended.

wget -P models https://pjreddie.com/media/files/yolov3-tiny.weights

Run the server.

python3 server.py models/yolov3-tiny.cfg models/yolov3-tiny.weights models/coco.names

Open http://localhost:8080 in your browser. Press START and allow access to your webcam. You'll see a video feed and after a while, an overlay with green bounding boxes.

#Contributing

Send patches to the mailing list, report bugs on the issue tracker.

#License

GPLv3, see LICENSE.