ID: 5d860bd3850bb704a303272a

Yolov2 Pytorch

by Kunal Goyal

Convert pjreddie.com/darknet/yolo into pytorch


License: MIT license

Tags: yolov2 object-detection realtime coco pytorch

Ā Model stats and performance
Dataset Used COCO test-dev
Framework PyTorch
OS Used Linux
Publication View
Inference time in seconds per sample.

Screenshots


What is it?

Want to detect multiple objects in images in real-time? YOLO v2 is time-tested, widely used object detection algorithm.

How to use?

  • Install all requirements with command pip install -r requirements.txt.
  • Put one or more images in 'Input' folder. (Initially sample images are provided for testing purpose).
  • Run python src/run.py -- input Input --output Output.

That easy! New images with bounded boxes over different objects have been saved in 'Output' directory.

Tested on

  • python 3.5
  • ubuntu 16.04
  • cuda 10.1

Author View Profile


Kunal Goyal
New Delhi, India.
Level 12 13160 XP

478 Profile
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I solve complex realworld problem through code..

Experience everything life offers until destiny meet.

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