Non-exhaustive collection of resources that I find helpful, datasets that I’m using/have used as part of my work. Kept here for my own references and posterity. None are listed in any paticular order.

Datasets

Images

  • MNIST Handwritten Numbers
  • CelebA Large celebrities faces dataset with attributes
    • 10,117 identities
    • 202,599 face images
  • MS-Celeb-1M
    • ~10M images
    • 100k celebrities
  • SVHN Street View House Numbers
  • ImageNet THE image dataset

Audio

Autonomous Vehicles

  • KITTI Dataset
    • Multiple Cameras
    • LiDAR
    • GPS/IMU
    • Object Labels and bounding boxes
  • Citiscapes Dataset
    • Multiple Cameras
    • Pixel level annotation
    • Various weather conditions

References

Online Resources

Books