YOLO (You Only Look Once) Object Detection Project

Declaration:

This project was done with the help of Darknet's YOLO repo, which helps to train and test custom models. Find this link for the compilation video.

Resource Links:

• Darknet Website: https://pjreddie.com/darknet/
• Installation Guide: https://pjreddie.com/darknet/install/
• YOLO Weights Download: https://pjreddie.com/media/files/yolov3.weights
• OpenCV: https://github.com/opencv/opencv

YOLOv4:

• Paper: https://arxiv.org/abs/2004.10934

• Source code: https://github.com/AlexeyAB/darknet

• Wiki: https://github.com/AlexeyAB/darknet/wiki

• Useful links: https://medium.com/@alexeyab84/yolov4-the-most-accurate-real-time-neural-network-on-ms-coco-dataset-73adfd3602fe?source=friends_link&sk=6039748846bbcf1d960c3061542591d7

Input Data

Output Data

Real-time FPS Measured in Tesla GPUs