Top-tier vision conferences

  • CVPR2014: IEEE Conference on Computer Vision and Pattern Recognition
  • CVPR2015
  • ICCV2013: International Conference on Computer Vision
  • ICCV2015
  • ECCV2014: European Conference on Computer Vision
  • NIPS: Neural Information Processing Systems
  • ICLR: International Conference on Learning Representations

Challengies

  • Kaggle: An online machine learning competition website

Computer Vision Datasets:

  • Meta Pointer: A large collection organized by CV Datasets.
  • Yet another Meta pointer
  • ImageNet: a large-scale image dataset for visual recognition organized by WordNet hierarchy
  • SUN Database: a benchmark for scene recognition and object detection with annotated scene categories and segmented objects
  • Places Database: a scene-centric database with 205 scene categories and 2.5 millions of labelled images
  • NYU Depth Dataset v2: a RGB-D dataset of segmented indoor scenes
  • Microsoft COCO: a new benchmark for image recognition, segmentation and captioning
  • Flickr100M: 100 million creative commons Flickr images
  • Labeled Faces in the Wild: a dataset of 13,000 labeled face photographs
  • Human Pose Dataset: a benchmark for articulated human pose estimation
  • YouTube Faces DB: a face video dataset for unconstrained face recognition in videos
  • UCF101: an action recognition data set of realistic action videos with 101 action categories
  • HMDB-51: a large human motion dataset of 51 action classes

Computer Vision Lab

Tools

Deep Learning

Collaborative Open Computer Science

Famous blogs

Person

CMU

Toronto

Berkeley

Cambridge

UCSD

WashionTon

Massachusetts Amherst

Brown

Lancaster

Edinburgh

Others