object-detection-nn

Object detection network based on YOLOv3 architecture with VGG16 as backbone.

YOLOv3 code based on this tutorial- https://www.geeksforgeeks.org/yolov3-from-scratch-using-pytorch/

Part1- single class and single object per frame detection

Part2- single class and multiple objects per frame detection

Part3- multiple classes and multiple objects per frame detection

Video Sources

one dog detection: https://www.youtube.com/watch?v=jH2d_4XJTkY&ab_channel=FOXSports multiple dog detection: https://www.youtube.com/watch?v=dBYw5we8LzE&ab_channel=TheFarm

multiple airplane detection: https://www.youtube.com/watch?v=hn5evdP9yDg&ab_channel=AirshowsinJapanandtheworldbyTonkatsu298

car person detection: https://www.youtube.com/watch?v=MCDpWirCegI&t=6s&ab_channel=Dangermania