/Yolo_Label

GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2 https://github.com/AlexeyAB/darknet, https://github.com/pjreddie/darknet

Primary LanguageC++MIT LicenseMIT

Yolo_label

WHAT IS THIS?!

Reinventing The Wheel?!!!!

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In the world, there are many good image-labeling tools for object detection. -e.g. , (Yolo_mark, BBox-Label-Tool, labelImg).

But... I've reinvented one...

WHY DID YOU REINVENT THE WHEEL? ARE YOU STUPID?

When I used the pre-existing programs to annotate a training set for YOLO V3, I was sooooooooooo bored...

So I thought why it is so boring??

And I found an answer.

The answer is that pre-existing programs are not sensitive.

So I decided to make a sensitive image-labeling tool for object detection.

SHOW ME YOUR SENSITIVE IMAGE-LABELING TOOL!!

It's the SENSITIVE image-labeling tool for object detection!

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HMM... I SAW THIS DESIGN SOMEWHERE

I refer to the website of Joseph Redmon who invented the YOLO.

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TUTORIAL / USAGE

  1. Download this project

For Windows

0.1 Download this

0.2 Unzip

0.3 Run YoloLabel.exe

download_guide

  1. Put your .jpg, .png -images into a directory (In this tutorial I will use the Kangarooo and the Raccoon Images. These images are in the 'Samples' folder.)

dataset

  1. Put the names of the objects, each name on a separate line and save the file( .txt, .names).

objnames

  1. Run Yolo Label!

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  1. Click the button 'Open Files' and open the folder with the images and the file(''.names or ''.txt) with the names of the objects.

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  1. And... Label!... Welcome to Hell... I really hate this work in the world.

This program has adopted a different labeling method from other programs that adopt "drag and drop" method.

To minimize wrist strain when labeling, I adopted the method "twice left button click" method more convenient than

"drag and drop" method.

drag and drop

draganddrop

twice left button click

twiceleftbuttonclickmethod

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  1. End

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SHORTCUTS

Key Action
A Save and Prev Image
D, Space Save and Next Image
S Next Label
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W Prev Label
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Ctrl + S Save
Ctrl + C Delete all existing bounding boxes in the image
Mouse Action
Right Click Delete Focused Bounding Box in the image
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Wheel Down Save and Next Image
Wheel Up Save and Prev Image

Button Events

Remove

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ETC

You can access all image by moving horizontal slider bar. But when you control horizontal slider bar, the last processed image will not be saved automatically. So if you want not to lose your work, you should save before moving the horizontal slider bar.

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CONCLUSIONS

I've reinvented the wheel. dont-reinvent-the-wheel

Thank You!

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