Yolo-Object-Detector

• This Project is based on Darknet, An open source neural network framework.

• You only look once (YOLO) is a state-of-the-art, real-time object detection system.

• This Repo contains a Jupyter notebook that takes input images, feeds them to Yolo and returns the Rendered images.

References :

Darknet Repository : https://github.com/pjreddie/darknet

Darknet

Darknet is an open source neural network framework written in C and CUDA. It is fast, easy to install, and supports CPU and GPU computation.

Yolo v4 paper: https://arxiv.org/abs/2004.10934

Yolo v4 source code: https://github.com/AlexeyAB/darknet

Yolov v4 tiny discussion: https://www.reddit.com/r/MachineLearning/comments/hu7lyt/p_yolov4tiny_speed_1770_fps_tensorrtbatch4/

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

For more information see the Darknet project website.