/Real-time-object-detection-using-YOLO-taking-input-using-webCam

Primary LanguageJupyter NotebookGNU General Public License v3.0GPL-3.0

Real time object detection using YOLO with webCam

N|Solid

Build Status

YOLOv3 uses a few tricks to improve training and increase performance, including: multi-scale predictions, a better backbone classifier, and more. for more details you can go here https://pjreddie.com/darknet/yolo/

Features

  • Can detect the object in the image.
  • object detection with webcamera is also working.
  • change the yolo weight if you want to tradeoff between speed and accuracy.

Tech

  • [python] - code written in
  • [yolov3] - using yolov3 for object detecton
  • [cv] -using cv for webcam as well as for the image input from local dic.
  • [darnet framework] - yolo based on darknet
  • [jypter notebook] - written in jypter notebook

Installation

git clone https://github.com/gatto-gatto/Real-time-object-detection-using-YOLO-taking-input-using-webCam
cd Real-time-object-detection-using-YOLO-taking-input-using-webCam
cd weight 
wget https://pjreddie.com/media/files/yolov3.weights