Dataset and challenges

In this section, we will show you some popular datasets and competitions.

Problem 1 - ImageNet dataset

Project link: http://image-net.org/

ImageNet is a large scale visual recognition challenge that has runs annually since 2010. The dataset is organized according to the WorkNet hierarchy. There are over ten million URLs of images with hand-annotated labels to indicate what objects are in the picture. There are at least one million images that have bounding boxes included.

The ImageNet challenge is held every year to evaluate algorithms for the following three problems:

• Object localization for 1,000 categories.
• Object detection for 200 fully-labeled categories.
• Object detection from video for 30 fully labeled categories. In July 17, 2017, the results of the 2017 challenge were announced with many advanced and interesting algorithms.

Problem 2 - COCO dataset

Project link: http://mscoco.org/

COCO is a dataset for image recognition, segmentation, and captioning sponsored by Microsoft...