You Only Look Once - this object detection algorithm is currently the state of the art, outperforming R-CNN and it's variants. I'll go into some different object detection algorithm improvements over the years, then dive into YOLO theory and a programmatic implementation using Tensorflow!
Code for this video:
https://github.com/llSourcell/YOLO_Object_Detection
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More learning resources:
https://pjreddie.com/darknet/yolo/
https://timebutt.github.io/static/how-to-train-yolov2-to-detect-custom-objects/
http://machinethink.net/blog/object-detection-with-yolo/
https://github.com/pjreddie/darknet/wiki/YOLO:-Real-Time-Object-Detection
https://github.com/KleinYuan/easy-yolo
https://medium.com/@xslittlegrass/almost-real-time-vehicle-detection-using-yolo-da0f016b43de
https://medium.com/diaryofawannapreneur/yolo-you-only-look-once-for-object-detection-explained-6f80ea7aaa1e
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