# Deep Learning Datasets

###### tags: `deep-learning`

- [Google dataset search toolbox](https://toolbox.google.com/datasetsearch)

## Page containing link to datasets
- [Yet Another Computer Vision Index To Datasets](https://riemenschneider.hayko.at/vision/dataset/index.php)
- [Chen Change Loy](http://personal.ie.cuhk.edu.hk/~ccloy/datasets.html) ( Face, Age, Wildlife, Expression, Crowd, vehicle, pedestrian color naming dataset, wider attribute dataset )
This page also contains code for - Crowd Profiling, Crowd attribute prediction .etc
- [Monitoring Human Activity](http://mha.cs.umn.edu/) (Abandoned object, Thrown object, Unusual Crowd Activity, Camera tampering, Perimeter Breach, Loitering, People tracking - This dataset contains one video for each type)

- [University Of Central Florida](http://crcv.ucf.edu/data/index.php) (Human Action, Crowd, Fire, Pedestrian, tracking)
- [Semantic Description of Human Activities](http://cvrc.ece.utexas.edu/SDHA2010/)
- [MIKEL RODRIGUEZ](http://www.mikelrodriguez.com/datasets-and-source-code/) (Crowd analysis, pedestrian, sports action)
- [Multimedia Laboratory Datasets](http://mmlab.ie.cuhk.edu.hk/datasets.html) (Face sketch Database, Pedestrian, Traffic, Person re-identification, cars)
- [Youtube video Dataset](https://research.google.com/youtube8m/explore.html)
- [YouTube-BoundingBoxes Dataset](https://research.google.com/youtube-bb/index.html)
- [videonet](http://videonet.team/)
- [Video Datasets](https://www.di.ens.fr/~miech/datasetviz/) (Action /Activity recognition)
- [CV Datasets on the web](http://www.cvpapers.com/datasets.html) (Detection, Classification, Recognition, Tracking, Segmentation, Human pose/Expression, Image stitching)
- [computer vision online](https://computervisiononline.com/datasets)
- [deep-learning-datasets - face, attibute, fingeprint.etc](https://deeplearning.buzz/deep-learning-datasets/)
- [AIMIR - face, car parking, synthetic pedestrian, synthetic safety, tweets, similarity searching](http://aimir.isti.cnr.it/products/dataset/)
- [UCF-Crime Dataset](https://webpages.uncc.edu/cchen62/dataset.html)

## Dataset Lists

- [handong computer vision dataset](https://handong1587.github.io/computer_vision/2015/09/24/datasets.html)

- [handong github](https://github.com/handong1587/handong1587.github.io/blob/master/_posts/computer_vision/2015-09-24-datasets.md)

## Dataset Websites

- [neurohive](https://neurohive.io/en/)
- [datasetlist](https://www.datasetlist.com/)
- [Open Images Dataset ](https://storage.googleapis.com/openimages/web/index.html)

- [Duke University - FR, Person re-RID, head, people detection](https://megapixels.cc/datasets/)
## Dataset search websites

- [classif.ai](http://classif.ai/)

- [VIVA - face, hands, traffic sign, light](http://cvrr.ucsd.edu/vivachallenge/)

## Others

- [Indian Driving Dataset](https://idd.insaan.iiit.ac.in/dataset/download/)

## Dataset Annotation Website
- [Dataturks](https://dataturks.com) (Also contain public datasets like helemt, number plate, etc.)

## Datasets

- #### Crowd
- [Awesome Crowd Counting](https://github.com/gjy3035/Awesome-Crowd-Counting)
- [agoraset - synthetic](https://www.sites.univ-rennes2.fr/costel/corpetti/agoraset/Site/AGORASET.html)
- [Shakecam](https://www.shakeshack.com/location/madison-square-park/)
- [GrandCentral Station](http://www.ee.cuhk.edu.hk/~xgwang/grandcentral.html)
- [Chee Seng Chan Crowd](http://cs-chan.com/downloads_crowd_dataset.html)
- [QUT Crowd Counting](https://researchdata.ands.org.au/crowd-counting-database/448416)
- [WWW Crowd Dataset](http://www.ee.cuhk.edu.hk/~jshao/projects/WWWCrowdDataset.html)
- [TIme Square Intersection (TISI) Dataset](http://personal.ie.cuhk.edu.hk/~ccloy/downloads_qmul_TISI_dataset.html)
- [Educational Resource Centre (ERCe) Dataset](http://personal.ie.cuhk.edu.hk/~ccloy/downloads_qmul_ERCe_dataset.html)
- [CUHK Crowd Dataset](http://www.ee.cuhk.edu.hk/~jshao/projects/CUHKcrowd_files/cuhk_crowd_dataset.htm) (Group Profiling in Crowd)
- [Beijing BRT dataset](https://github.com/XMU-smartdsp/Beijing-BRT-dataset)
- [VISAL - crowd, people, highway](http://visal.cs.cityu.edu.hk/downloads/)
- [ucf crowd](http://www.cs.ucf.edu/~sali/Projects/CrowdSegmentation/index.html)
- [Activity dataset](https://www.ecse.rpi.edu/~cvrl/zengzhi/html/ActivityRecognition/Activity_Datasets.htm)
- [CUHK datasets - crowd, pedestrian](http://www.ee.cuhk.edu.hk/~xgwang/datasets.html)

- #### Head
- UCF crowd dataset
- Mochit station dataset - [link](http://www.irshadali.info/index.php/downloads)
- PETS dataset
- HollywoodHeads dataset
- SCUT HEAD - [link](https://github.com/HCIILAB/SCUT-HEAD-Dataset-Release)

- #### Pedestrian/Persn
- [UCSD Pedestrian Dataset](http://www.svcl.ucsd.edu/projects/anomaly/dataset.htm)
- [WiderPerson](http://www.cbsr.ia.ac.cn/users/sfzhang/WiderPerson/)
- [PedX - PedX is a large-scale multi-modal collection of pedestrians at complex urban intersections](http://pedx.io/)
- #### Re-ID
- [person re-id data and papers list](https://amberer.gitlab.io/papers_in_ai/person-reid.html)
- [Person Re-identification Datasets](http://robustsystems.coe.neu.edu/sites/robustsystems.coe.neu.edu/files/systems/projectpages/reiddataset.html)
- [CUHK Person Re-identification](https://www.ee.cuhk.edu.hk/~xgwang/CUHK_identification.html)

- #### Attribute
- [PEdesTrian Attribute (PETA) dataset ](http://mmlab.ie.cuhk.edu.hk/projects/PETA.html)

- #### License Plate
- [mlbr - indian community datasets and projects](https://mlblr.com/index.html)
- [Medialab LPR database](http://www.medialab.ntua.gr/research/LPRdatabase.html)
- [Caltech LPR database](http://www.vision.caltech.edu/html-files/archive.html)
- [UFPR-ALPR Dataset](https://web.inf.ufpr.br/vri/databases/ufpr-alpr/)
- [AVLab LPR Dataset](http://aolpr.ntust.edu.tw/lab/)
- [SSIG-ALPR Database](http://www.ssig.dcc.ufmg.br/ssig-alpr-databse)
- [SSIG License Plate Character Segmentation Database](http://www.ssig.dcc.ufmg.br/ssig-segplate-database/)
- [list of number plate datasets and websites](https://platerecognizer.com/number-plate-datasets/)

- #### Thermal Dataset
- [FLIR Thermal Dataset for Algorithm Training](https://www.flir.in/oem/adas/adas-dataset-form/)
- [Thermal Infrared Dataset](https://projects.asl.ethz.ch/datasets/doku.php?id=ir:iricra2014)
- [OTCBVS Benchmark Dataset Collection](http://vcipl-okstate.org/pbvs/bench/)

- #### Activity/Action datasets
- [HOLLYWOOD2 Human Actions and Scenes Dataset](https://www.di.ens.fr/~laptev/actions/hollywood2/)
- [Recognition of human actions](http://www.nada.kth.se/cvap/actions/)
- [UCF101 - Action Recognition Data Set](http://crcv.ucf.edu/data/UCF101.php)
- [HMDB: a large human motion database](http://serre-lab.clps.brown.edu/resource/hmdb-a-large-human-motion-database/)
- [ActivityNet](http://activity-net.org/explore.html)
- [Charades and Charades-Ego Datasets](https://allenai.org/plato/charades/)
- [HAKE: Human Activity Knowledge Engine](http://hake-mvig.cn/home/)
- [AVA Actions Dataset](https://research.google.com/ava/)

- #### Classification
- [Car, bike and person](http://www-old.emt.tugraz.at/~pinz/data/GRAZ_02/)
- [Car detection PGM image files](http://cogcomp.org/Data/Car/)
- [car, Motorbike, cycle](https://www.kaggle.com/c/image-classification2/data)
- [MIO-TCD classification and localization](http://podoce.dinf.usherbrooke.ca/challenge/dataset/)
- [Real Life Violence Situations Dataset](https://www.kaggle.com/mohamedmustafa/real-life-violence-situations-dataset)

- #### vehicle
- [large scale variance highway (LSVH) dataset](https://drive.google.com/file/d/1yHeuZia3pbcbn8OLkotJGJGhczI7gM3e/view)
- [The Highway Drone Dataset](https://www.highd-dataset.com/)
- [Vehicle make and model](http://vmmrdb.cecsresearch.org/)
- [VERI Wild- vehicle reidentification](https://github.com/PKU-IMRE/VERI-Wild)
- [Veri - vehicle reidentification](https://vehiclereid.github.io/VeRi/)
- [10 free vehicle datasets](https://lionbridge.ai/datasets/250000-cars-top-10-free-vehicle-image-and-video-datasets-for-machine-learning/)
- [vehicle image database](https://www.gti.ssr.upm.es/data/Vehicle_database.html)
- [brno carsReId - vehicle reidentification](https://medusa.fit.vutbr.cz/traffic/research-topics/detection-of-vehicles-and-datasets/vehicle-re-identification-for-automatic-video-traffic-surveillance-ats-cvpr-2016/)
- [Vehicle-1M](http://www.nlpr.ia.ac.cn/iva/homepage/jqwang/Vehicle1M.htm)
- [citycam](https://www.citycam-cmu.com/dataset)
- [BoxCars](https://medusa.fit.vutbr.cz/traffic/research-topics/fine-grained-vehicle-recognition/boxcars-improving-vehicle-fine-grained-recognition-using-3d-bounding-boxes-in-traffic-surveillance/)
- [Nvidia AI City Challenge 2019](https://www.aicitychallenge.org/2019-data-sets/)
- [MIT traffic](https://www.ee.cuhk.edu.hk/~xgwang/MITtraffic.html)
- [comp_cars](http://mmlab.ie.cuhk.edu.hk/datasets/comp_cars/index.html)
- [pku-VehicleID](https://www.pkuml.org/resources/pku-vehicleid.html)
- [PKLot - parking lot dataset](https://web.inf.ufpr.br/vri/databases/parking-lot-database/)
- [traffic-surveillance-dataset](https://github.com/gustavovelascoh/traffic-surveillance-dataset)
- [vehicle dataset list](https://lionbridge.ai/datasets/250000-cars-top-10-free-vehicle-image-and-video-datasets-for-machine-learning/)

- #### Face Detection and Recognition
- [fddb](http://vis-www.cs.umass.edu/fddb/)
- [dark face](https://flyywh.github.io/CVPRW2019LowLight/)
- [face databases links](http://www.face-rec.org/databases/)
- [insightface dataset links](https://github.com/deepinsight/insightface/wiki/Dataset-Zoo)
- [mega face](http://megaface.cs.washington.edu/dataset/download.html)
- [UTK face](https://susanqq.github.io/UTKFace/)
- [umdfaces](https://www.umdfaces.io/)
- [WIDERFACE](http://shuoyang1213.me/WIDERFACE/)
- [Large-scale CelebFaces Attributes](http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html)
- [IMDB-WIKI – 500k+ face images with age and gender labels](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/)
- [Labeled Faces in the Wild](http://vis-www.cs.umass.edu/lfw/)
- [facetracer database](http://www.cs.columbia.edu/CAVE/databases/facetracer/)
- [CUHK Face Sketch Database (CUFS)](http://mmlab.ie.cuhk.edu.hk/archive/facesketch.html)
- [CASIA Face Image Database](http://biometrics.idealtest.org/dbDetailForUser.do?id=9)
- [Face place](https://wiki.cnbc.cmu.edu/Face_Place)
- [NSIT face challenges](https://www.nist.gov/programs-projects/face-challenges)
- [ibug face datasets list](https://ibug.doc.ic.ac.uk/resources)
- [vgg_face2 - also provides attributes](http://www.robots.ox.ac.uk/~vgg/data/vgg_face2/)
- [iit face disguise recognition - also provides thermal](http://www.iab-rubric.org/resources/facedisguise.html)
- [helen face](http://www.ifp.illinois.edu/~vuongle2/helen/)
- [illinois-doc-labeled-faces](https://academictorrents.com/details/4b9b7e449aa732842aea1a7d4e6413f4507aea99)
- [Georgia face](https://academictorrents.com/details/0848b2c9b40e49041eff85ac4a2da71ae13a3e4f)
- [extended yale face B](https://academictorrents.com/details/06e479f338b56fa5948c40287b66f68236a14612)
- [mit face database list](http://web.mit.edu/emeyers/www/face_databases.html)
- [Cross-Age LFW (CALFW) Database](http://www.whdeng.cn/CALFW/index.html?reload=true)
- [Cross-Age Reference Coding for Age-Invariant Face Recognition and Retrieval](https://bcsiriuschen.github.io/CARC/)
- [IMDb-face](https://github.com/fwang91/IMDb-Face)
- [top 15 free face datasets](https://lionbridge.ai/datasets/5-million-faces-top-15-free-image-datasets-for-facial-recognition/)
- [face datasets](https://facedetection.com/datasets/)
- [chokepoint](http://arma.sourceforge.net/chokepoint/)
- [Face databases](https://www.ecse.rpi.edu/~cvrl/database/other_Face_Databases.htm)
- [UCF video face recognition](https://www.crcv.ucf.edu/projects/video-face-recognition/)
- [Disguised faces in wild](http://iab-rubric.org/DFW/)
- [Facial expressions in the wild](https://sites.google.com/site/emotiwchallenge/home)
- [cox face dataset](http://vipl.ict.ac.cn/view_database.php?id=3)
- [makeup dataset](http://www.antitza.com/makeup-datasets.html)
- [IIT Disguised faces dataset](http://iab-rubric.org/resources/facedisguise.html)
- [Detecting Masked Faces in the Wild with LLE-CNNs](http://www.escience.cn/people/geshiming/mafa.html)
- [face datsets](https://github.com/jian667/face-dataset)
- [tufts face database - visible, thermal, infra, 3D](https://www.kaggle.com/kpvisionlab/tufts-face-database)
- #### Recognition
- [QMUL-SurvFace: Surveillance Face Recognition Challenge](https://qmul-survface.github.io/index.html)
- [kairos 60 fr databases](https://www.kairos.com/blog/60-facial-recognition-databases)
- [ibm dif dataset](https://research.ibm.com/artificial-intelligence/trusted-ai/diversity-in-faces/#access)
- [unconstrained face detection](https://ufdd.info/) - [blog](https://neurohive.io/en/datasets/new-unconstrained-face-detection-datasets/)
- [webscale-face-recognition](http://enriquegortiz.com/wordpress/enriquegortiz/research/face-recognition/webscale-face-recognition/)
- [ibug lightweight face](https://ibug.doc.ic.ac.uk/resources/lightweight-face-recognition-challenge-workshop/)
- [Celebrities in Frontal-Profile in the Wild](http://www.cfpw.io/)

- #### Landmark
- [University of Montreal face landmark](https://www.kaggle.com/drgilermo/face-images-with-marked-landmark-points)
- [Facial-Landmarks-of-Face-Datasets](https://github.com/LynnHo/Facial-Landmarks-of-Face-Datasets)

- #### Person Re-ID
- [http://robustsystems.coe.neu.edu/sites/robustsystems.coe.neu.edu/files/systems/projectpages/reiddataset.html](http://robustsystems.coe.neu.edu/sites/robustsystems.coe.neu.edu/files/systems/projectpages/reiddataset.htmlc)
- [awesome-reid-dataset](https://github.com/NEU-Gou/awesome-reid-dataset)

- #### Fire and Smoke
- [mivia fire and smoke](https://mivia.unisa.it/datasets/video-analysis-datasets/)

- #### Other
- [Web Image Dataset for Event Recognition (WIDER) - parade/dancing/press conference/Meeting](http://yjxiong.me/event_recog/WIDER/)