Computer Vision Resources

Stereo Ego-motion dataset
Posted by nsn86 on September 28, 2015 at 7:50 am This stereo dataset contains 494 full-HD videos across 4 categories - car, cat, chair, dog. These were recorded by walking around the objects under no special camera or environmental settings. There [...]
Visual object tracking challenges
Posted by matej-kristanfri-uni-lj-si on July 1, 2015 at 1:37 am The VOT challenges provide the visual tracking community with a precisely defined and repeatable way of comparing short-term trackers as well as a common platform for discussing the evaluation and [...]
CVC-08 On-board Sequence. Pedestrian Dataset
Posted by dvazquez on February 13, 2015 at 4:55 am ]
CVC-07 DPM Virtual-World Pedestrian Dataset
Posted by dvazquez on February 13, 2015 at 4:54 am This dataset contains 2534 pedestrian images and 2000 background images. The pedestrian images have frontal view and left view, which are annotated as 'M' and 'L'. You may flip the pedestrians to get right [...]
CVC-06 Partially Occluded Virtual-World Pedestrian Dataset
Posted by dvazquez on February 13, 2015 at 4:53 am This is a partially occluded pedestrian dataset extracted from our virtual world. The dataset consists of two sets of 2400 and 2414 croped pedestrians (with their corresponding horizontal mirrors).Here [...]
CVC-05 Partially Occluded Pedestrian Dataset
Posted by dvazquez on February 13, 2015 at 4:52 am This is a partially occluded pedestrian dataset. The dataset consists of 593 positive frames with annotated pedestrians (with their corresponding horizontal mirrors).Here are some examples of the dataset:References [...]
CVC-04 Virtual-World Pedestrian Dataset 2
Posted by dvazquez on February 13, 2015 at 4:51 am This is the virtual pedestrian dataset, generated using Half-Life 2 graphics engine. The dataset consists of 1208 virtual pedestrians (with their corresponding horizontal mirrors) and 6828 pedestrian-free [...]
CVC-03 Virtual-World Pedestrian Dataset
Posted by dvazquez on February 13, 2015 at 4:49 am This is the virtual pedestrian dataset, generated using Half-Life 2 graphics engine. The dataset consists of 1678 virtual pedestrians (with their corresponding horizontal mirrors) and 2048 pedestrian-free [...]
CVC-02 Pedestrian Dataset
Posted by dvazquez on February 13, 2015 at 4:46 am CVC-02 consists of three subsets, each one focused on a different task of pedestrian detection: candidate generation, classification and system evaluation. The imagery has been recorded in urban scenarios [...]
CVC-01 Pedestrian Dataset
Posted by dvazquez on February 13, 2015 at 4:32 am This pedestrian datasetwas recorded in the surreoundings of Barcelona and annotated by the CVC ADAS group in order to evaluate the pedestrian detection algorithms developed. It was originally [...]
Semantic Labels for a subset of KITTI
Posted by on February 13, 2015 at 3:54 am We have manually labelled 146 images from the KITTI dataset, at pixel level, with 10 semantic categories (Sky, Building, Road, Sidewal, Fence, Vegetation, Pole, Car, Sign, Pedestrian). Our data is currently [...]
Multiple Object Tracking Benchmark
Posted by amilan on November 28, 2014 at 1:16 am We have created a platform for a fair evaluation of multiple object tracking algorithms. In this framework we provide:A large collection of datasets, some already in use and some new challenging sequences!Detections [...]
2D Object Tracking Dataset
Posted by bazile on November 12, 2012 at 3:08 am The dataset includes several classes of objects with appearance changes, deformations, transformations and scale changes.Belagiannis, Vasileios, et al. "Segmentation Based Particle Filtering for Real-Time [...]
ChaLearn Gesture Dataset (CGD2011)
Posted by Computer Vision Central on January 10, 2012 at 5:00 pm The complete dataset CGD2011 http://gesture.chalearn.org/data of gestures recorded as RGB and depth videos with a Kinect(TM) camera:- 50,000 gestures,- with image sizes 240 x 320 pixels,- at [...]
Utrecht Multi-Person Motion Benchmark
January 1, 2012 at 2:52 pm The UMPM Benchmark is a collection of video recordings together with a ground truth based on motion capture data. It is intended to be used for assessing the quality of methods for recognition of poses [...]
Multi-Target Tracking Annotations and Detections
December 15, 2011 at 7:24 am DataDownload all data: data-tud.zip (2.3 MB)Ground TruthAll annotations were done by manually placing bounding boxes around pedestrians and interpolating their trajectories between key frames. [...]
Berkeley Segmentation Data Set and Benchmarks 500 (BSDS500)
Posted by on December 9, 2011 at 12:20 pm This new dataset is an extension of the BSDS300, where the original 300 images are used for training / validation and 200 fresh images, together with human annotations, are added for testing. Each [...]
A range of useful annotated face and gesture datasets (FGnet)
Posted by Computer Vision Central on December 4, 2011 at 9:19 pm Face and Gesture Recognition Working groupThe data sets are publicly available for FGnet members. If you are not a member yet, please join by filling out this form.An annotated (tracked) sequence [...]
Face Datasets and Their Annotations
Posted by on December 4, 2011 at 8:42 pm Four Face Datasets and Their Annonations.The annotation has been funded by the FGNET project.XM2VTS 68ptThe XM2VTS frontal data set contains 2360 mug shots of 295 individuals collected over 4 sessions. [...]
Broad Bioimage Benchmark Collection (BBBC, microscopy image sets)
Posted by on December 4, 2011 at 8:33 pm The Broad Bioimage Benchmark Collection (BBBC) is a collection of freely downloadable microscopy image sets. In addition to the images themselves, each set includes a description of the biological application [...]
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