archie9211/mask-detection-dataset

Mask Detection Dataset for yolo annotated by using https://github.com/tzutalin/labelImg

Mask-Detection-Dataset

Mask Detection Dataset for yolo annotated by using https://github.com/tzutalin/labelImg

This dataset is in format for training yolov3 model using darknet or any python wrapper for yolo.

it has 4000+ images of masked people on and 4000 images of non-masks.

More data will be added in future and any contribution is appriciated.

Star this repo to stay updated.

class number	class name
0	mask
1	nomask

Directory structure:

img/
  - image1.jpg
  - image1.txt
  - image2.jpg
  - image2.txt
  - image3.jpg
  - image3.txt
    .
    .
    .
train.txt
test.txt

format of annotation file

<object-class> <x> <y> <width> <height>

e.g.

0 0.513672 0.610879 0.246094 0.384937
0 0.567647 0.253906 0.205882 0.156250
1 0.373529 0.246094 0.158824 0.140625

test.txt and train.txt are randomly sampled in 10:90 ratio

format of train.txt and train.txt

imgs/3409.jpg
imgs/894.jpg
imgs/5249.jpg
imgs/1762.jpg
imgs/2337.jpg
imgs/2857.jpg
imgs/5004.jpg
imgs/467.jpg

Download zipped file : https://drive.google.com/file/d/12BAE8t-TumUcOEfJsz4ADL0bka57Dwrw/view?usp=sharing

Credit of images :

https://github.com/X-zhangyang/Real-World-Masked-Face-Dataset

http://shuoyang1213.me/WIDERFACE/