Datasets

MNIST

• 70,000 hand-drawn characters from US mail
• 28x28 images
• 10 classes (0 through 9)
• Achieved 99.83%
  • Ciresan et al. 2011

CIFAR-10

• 60,000 colour images
• 32x32 images
• 10 classes
  • Airplane
  • Automobile
  • Bird
  • Cat
  • Deer
  • Dog
  • Frog
  • Horse
  • Ship
  • Truck
• Achieved 90.7%
  • Wan et al. 2013

ImageNet

• 14 million images
• In at least one million of the images, bounding boxes are also provided
• More than 20,000 categories