Image Dataset

Steet2Shop

• https://arxiv.org/pdf/1901.03546v1.pdf

Pascal Voc 2012

• data source : http://host.robots.ox.ac.uk/pascal/VOC/voc2012/#devkit
• 20 classes & 11540 images
  • http://host.robots.ox.ac.uk/pascal/VOC/voc2012/htmldoc/devkit_doc.html#SECTION00031000000000000000
  • variable sized images
• 2GB

Deep Fashion 2

• https://arxiv.org/pdf/1901.07973.pdf

Tiny Imagenet

• data source : https://tiny-imagenet.herokuapp.com/
• Tiny Imagenet has 200 classes.
  • Each class has 500 training images, 50 validation images, and 50 test images.
  • 64x64 images

Flower-102

• 102-classes
• 10-samples per class
• 1020 train images

Aircrafts

• 100-classes
• 100-samples per class
• 3334 train images

NABirds

• 550-classes
• 43.5-samples per class
• 23929 train images

Stanford Cars

• 196-classes
• 41.55-samples per class
• 8041 train images

Stanford Dogs

• 120-classes
• 100-samples per class
• 12000 train images