一、ImageNet

Object Detection, Object Classification+Localization


二、COCO

Image Captioning


三、LFW

Face Recognition


四、CIFAR

The CIFAR Image Classification Benchmark


五、MNIST

The MNIST Handwritten Digits Benchmark


六、ICDAR

Chinese characters from the ICDAR 2013 competition (3755 classes) 

Document Analysis and Recognition


七、HMDB

A Large Human Motion Database