Pascal-VOC-Challenge

The Pascal VOC challenge is a very popular dataset for building and evaluating algorithms for image classification, object detection, and segmentation.

Website

• Original
• Mirror (for Downloading Dataset since the original site goes down from time to time)

Dataset

• Training Dataset. Documentation & Development Kit
• For Testing Data Register here
• Training & Testing Data

Tasks :

• Main Task
  • Classification :
    • For each of the classes predict the presence/absence of at least one object of that class in a test image.
  • Detection :
    • For each of the classes predict the bounding boxes of each object of that class in a test image (if any).
  • Segmentation :
    • For each pixel in a test image, predict the class of the object containing that pixel or ‘background’ if the pixel does not belong to one of the twenty specified classes.
  • Action Classification
  • Large Scale Recognition
• Additional “taster” Task
  • Boxless Action Classification
  • Person Layout

Task Details