Image Dataset for Deep Learning

MNIST

MNIST handwritten digit database, Yann LeCun, Corinna Cortes and Chris Burges

mnist  |  TensorFlow Datasets

Cifar10、Cifar100

CIFAR-10 and CIFAR-100 datasets (toronto.edu)

Fashion MNIST

zalandoresearch/fashion-mnist: A MNIST-like fashion product database. Benchmark (github.com)

Dogs vs Cats

Dogs vs. Cats | Kaggle

Flower dataset

Visual Geometry Group – University of Oxford

Segmetation

About the 2D EM segmentation challenge | ISBI Challenge: Segmentation of neuronal structures in EM stacks (mit.edu)

Brain Tumor Segmentation (BraTS) Challenge 2021

MICCAI BRATS – The Multimodal Brain Tumor Segmentation Challenge

Segmentation of OCT images (DME)

Chiu_BOE_2015 (duke.edu)

Road

Datasets (ufsc.br)

Object Detction

Pascal VOC Dataet

The PASCAL Visual Object Classes Homepage (ox.ac.uk)

The PASCAL Visual Object Classes Challenge 2007 (VOC2007) (ox.ac.uk)

The PASCAL Visual Object Classes Challenge 2012 (VOC2012) (ox.ac.uk)

Pascal VOC Dataset Mirror (pjreddie.com)

voc  |  TensorFlow Datasets

COCO Dataset

COCO – Common Objects in Context (cocodataset.org)

pycocotools-windows · PyPI (Can easy work on Windows OS)

coco  |  TensorFlow Datasets

BCCD Dataset

Shenggan/BCCD_Dataset: BCCD (Blood Cell Count and Detection) Dataset is a small-scale dataset for blood cells detection. (github.com)

Face Detection

Face Lanmdmarks

Facial Landmark Detection by Deep Multi-task Learning (cuhk.edu.hk)

www.ifp.illinois.edu/~vuongle2/helen/