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Introduction

The ImageNet Large Scale Visual Recognition Challenge (ILSVRC) is a benchmark in object category classification and detection on hundreds of object categories and millions of images. The challenge has been run annually from 2010 to present, attracting participation from more than fifty institutions.

This half-day tutorial will focus on providing a high-level overview of the challenge, with the goal of sharing some of the lessons learned by the organizers and participants in the past five years. Concretely, we aim to:
  1. Present the attendees with a historical background of the challenge, which would help them to place the latest research innovations in perspective.
  2. Familiarize the attendees with the process of large-scale crowdsourced data collection, enabling them to better understand the ImageNet dataset as well as collect their own large-scale datasets.
  3. Provide the attendees with tools and techniques, which would allow them to enter the next ImageNet challenge.

Tutorial Schedule

The tutorial will be held the morning of June 7.

Organizers

Advisors