计算机视觉·常用数据集·图像分割

Segmentation

Image Segmentation with A Bounding Box Prior dataset

Ground truth database of 50 images with: Data, Segmentation, Labelling - Lasso, Labelling - Rectangle

PASCAL VOC 2009 dataset

Classification/Detection Competitions, Segmentation Competition, Person Layout Taster Competition datasets

Motion Segmentation and OBJCUT data

Cows for object segmentation, Five video sequences for motion segmentation

Geometric Context Dataset

Geometric Context Dataset: pixel labels for seven geometric classes for 300 images

Crowd Segmentation Dataset

This dataset contains videos of crowds and other high density moving objects. The videos are collected mainly from the BBC Motion Gallery and Getty Images website. The videos are shared only for the research purposes. Please consult the terms and conditions of use of these videos from the respective websites.

CMU-Cornell iCoseg Dataset

Contains hand-labelled pixel annotations for 38 groups of images, each group containing a common foreground. Approximately 17 images per group, 643 images total.

Segmentation evaluation database

200 gray level images along with ground truth segmentations

The Berkeley Segmentation Dataset and Benchmark

Image segmentation and boundary detection. Grayscale and color segmentations for 300 images, the images are divided into a training set of 200 images, and a test set of 100 images.

Weizmann horses

328 side-view color images of horses that were manually segmented. The images were randomly collected from the WWW.

Saliency-based video segmentation with sequentially updated priors

10 videos as inputs, and segmented image sequences as ground-truth

Daimler Urban Segmentation Dataset

The dataset consists of video sequences recorded in urban traffic. The dataset consists of 5000 rectified stereo image pairs. 500 frames come with pixel-level semantic class annotations into 5 classes: ground, building, vehicle, pedestrian, sky. Dense disparity maps are provided as a reference.

DAVIS: Densely Annotated VIdeo Segmentation

A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation.

数据来源