This is a state of the art object detection framework called Faster R-CNN described here https://arxiv.org/abs/1506.01497 using tensorflow.
Here is my website http://deepython.com if you want to see other projects!
I took the following video and fed it through Tensorflow Faster R-CNN model, this isn't running on an embedded device yet.
Original Video: https://www.youtube.com/watch?v=u68EWmtKZw0&t=1128s
Music: https://soundcloud.com/cherokee-official/daft-punk-something-about-us
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