The YACCLAB dataset includes both synthetic and real binary images and is suitable for a wide range of applications, ranging from document processing to survaillance, and features a significant variability in terms of resolution, image density and number of components. All images are provided in 1 bit per pixel PNG format, with 0 (black) being background and 1 (white) being foreground. Please include the following reference when citing the YACCLAB database: Grana, Costantino; Bolelli, Federico; Baraldi, Lorenzo; Vezzani, Roberto "YACCLAB - Yet Another Connected Components Labeling Benchmark" Proceedings of the 23rd International Conference on Pattern Recognition , Cancun, Mexico, 4-8 Dec 2016, 2016. Direct download: http://imagelab.ing.unimore.it/files/YACCLAB_dataset.zip Dataset page: http://imagelab.ing.unimore.it/imagelab/researchActivity.asp?idActivity=15
The Western GCO Segmentation problem instances are provided to compare effects of graph size, neighborhood size, length of s to t paths, regional arc cons…
abdomen, adhead, babyface, binary, bone, face, liver, medical, optimization, segmentationThis corpus has been collected from free or free for research sources at the Internet: -> A collection of 425 SMS spam messages was manually extracted fr…
classification, clustering, domain-theory, multivariate, textThe HTML source of a web page is given. Users looked at each web page and inidated on a 3 point scale (hot medium cold) 50-100 pages per domain. However, …
classification, multivariate, textThe Kimia 99 has 9 classes each consisting of each 11 images. They are part of the Shape Indexing of Image Database (SIID) project, which also contains th…
binary, kimia, matching, shape retrievalThis file contains 9 sets of sanitized user data drawn from the command histories of 8 UNIX computer users at Purdue over the course of up to 2 years (USE…
sequential, textThe CALTECH 101 Category Patch Pairs dataset measures invariance to intra-category variation. The dataset contains a training set and testing set of imag…
binary, feature description, feature matching, pairThe SIID silhouette dataset contains... and is from the Shape Indexing of Image Database (SIID). Download SIID silhouette dataset http://www.lems.brown…
binary, matching, shape retrievalThe Mythological Creatures consists of articulated shapes (silhouettes) for partial similarity experiments and contains 15 shapes: 5 humans, 5 horses and …
animal, binary, matching, partial, shape retrievalThis dataset was created for the Paper 'From Group to Individual Labels using Deep Features', Kotzias et. al,. KDD 2015 Please cite the paper if you want …
classification, textMICCAI 2015 Challenge on Liver Ultrasound Tracking Munich, October 9, 2015 (Full Day) Outline Ultrasound (US) imaging is a widely used medical imaging…
benchmark, human, liver, medical, organ, real, therapy, tracking, ultrasoundThe table below lists the datasets, the YouTube video ID, the amount of samples in each class and the total number of samples per dataset. Dataset --- Yo…
classification, textFor Further information about the variables see the file in the data folder.
classification, textCollection of endoscopic and laparoscopic (mono/stereo) videos and images
medicalThe Tools 2D dataset from Bronstein, Bronstein, Bruckstein, and Kimmel [?] for partial similarity experiments and consists of 15 shapes: 5 humans, 5 horse…
binary, matching, partial, shape retrievalSVHN is a real-world image dataset for developing machine learning and object recognition algorithms with minimal requirement on data preprocessing and fo…
classification, detection, number, real, recognition, streetside, streetview, text, urban, world--- By using a tweet crawler, we collect 2000 labelled tweets (1000 positive tweets and 1000 negative ones) on various topics such as: politics an…
classification, textData Characteristics: -------------------- This data was created by selecting 20 files each from the 10 largest classes in the Reuters-21578 collection …
classification, textKEGG Metabolic pathways can be realized into network. Two kinds of network / graph can be formed. These include Reaction Network and Relation Network. In …
classification, clustering, multivariate, regression, text, univariateFrom the original readme file (please consult it for more information): ------------------------- The documents in the Reuters-21578 collection appeared o…
classification, textThe dataset is the subset of RCV1. These corpus has already been used in author identification experiments. In the top 50 authors (with respect to total s…
classification, clustering, domain-theory, multivariate, textThe Kimia 216 has 18 classes each consisting of 12 images. It contains shapes silhouettes for birds, bones, brick, camels, car, children, classic cards, e…
animal, binary, kimia, matching, shape retrievalPlease see the README for the details on the data organization, and so on.
classification, clustering, multivariate, textThe Text and Vision (TVGraz) dataset is an annotated multi-modal dataset which currently contains 10 visual object categories, 4030 images and associated …
appearance, classification, evaluation, textCar Reviews ------------ -Full reviews of cars for model-years 2007, 2008, and 2009 -There are about 140-250 cars for each model year -Extracted fields in…
textNorthix is designed to be a schema matching benchmark problem for data integration of two entity relationship databases. Northix is the resulting schema m…
classification, multivariate, text, univariateThis material is supplementary to Michael Stark, Bernt Schiele. How Good are Local Features for Classes of Geometric Objects. Eleventh IEEE Internatio…
binary, classification, object, shape, toolThe Kimia 25 consists of 6 classes and 25 images. They are part of the Shape Indexing of Image Database (SIID) project, which also contains the SIID silho…
binary, kimia, matching, shape retrievalOur dataset is used by us to explore spammers in microblog and you can access our demo system at [Web Link]Please add :8080 after the domain name as port.…
causal-discovery, classification, multivariate, sequential, text, univariateStyle, Price, Rating, Size, Season, NeckLine, SleeveLength, waiseline, Material, FabricType, Decoration, Pattern, Type, Recommendation are Attributes in d…
classification, clustering, textI collected 64 e-mails from DBWorld newsletter and I used them to train different algorithms in order to classify between 'announces of conferences' and '…
classification, textDetail 2D Projection DataSet is a database of 2d projections of mechanical details with holes. The dataset consists of 13 shape categories where each cate…
binary, detail, holes, matching, shape retrievalKEGG Metabolic pathways can be realized into network. Two kinds of network / graph can be formed. These include Reaction Network and Relation Network. In …
classification, clustering, multivariate, regression, text, univariateMPEG-7 Core Experiment CE-Shape-1 [?] is a popular database for shape matching evaluation consisting of 70 shape categories, where each category is repres…
binary, bullseye, matching, shape retrievalThe abstracts, one per file, were furnished by the NSF (National Science Foundation). A sample abstract is shown in the next section. The bag-of-word dat…
textdataset are derived from the customers reviews in Amazon Commerce Website for authorship identification. Most previous studies conducted the identifi…
classification, domain-theory, multivariate, textThe most important feature of this dataset is its simplicity to use and its being well-documented, which can be widely used in various studies of text ana…
classification, multivariate, regression, textDB Contains 100 examples with the uncompressed frames, up to the 10th frame after the appearance of the 8th cell; a text file with the trajectories of all…
medicalThe CSV holds one cell per review, except the first row, which is the header. All the 401 reviews were collected between January and August of 2015.
textPermanently growing database on lung tuberculosis patients. The data include radiological images (CT+XRay) plus social, clinical, and lab data as well as …
chest, ct, genome, medical, none, segmentation, tuberculosis, xrayThis data was collected from text ads found on twelve websites that deal with various farm animal related topics. Information from the ad creative and th…
classification, textIdiap/ETHZ Faces and Poses Dataset dataset by L. Jie, B. Caputo and V. Ferrari contains 1703 image-caption pairs. [author] Captions contain the names of s…
face detection, object pose, pedestrian, textThe dataset consists of a total of 3600 documents including 600 news/texts from six categories economy, culture-arts, health, politics, sports and techno…
classification, clustering, textThe dataset is in the form of a 11463 x 5812 matrix of word counts, containing 11463 words and 5811 NIPS conference papers (the first column contains the …
clustering, textPart of the problem in using an automated program to discover the unknown target function is to decide how to encode names such that the program can be us…
classification, text, univariateThis is a data set containing 1080 documents of free text business descriptions of Brazilian companies categorized into a subset of 9 categories cataloged…
classification, multivariate, textDocuments are first obtained via a Web search using AMIEI: an integrated platform for delivering enterprise intelligence, developed by AMI Software ([Web …
clustering, multivariate, sequential, textThe dataset could contain missing values. The data was sampled every minute, computing and uploading it smoothed with 15 minute means. The header of the d…
multivariate, regression, sequential, text, time-seriesThis dataset was constructed by adding elevation information to a 2D road network in North Jutland, Denmark (covering a region of 185 x 135 km^2). Elevati…
clustering, regression, sequential, textThis dataset contains sentences extracted from user reviews on a given topic. Example topics are performance of Toyota Camry and sound quality of ipod nan…
textFor each text collection, D is the number of documents, W is the number of words in the vocabulary, and N is the total number of words in the collection (…
clustering, textYouTube Comedy Slam ([Web Link]) is a video discovery experiment running on YouTube's version of labs (called TestTube) for a few months in 2011 and 2012.…
classification, textThis dataset contains Australian legal cases from the Federal Court of Australia (FCA). The cases were downloaded from AustLII ([Web Link]). We included a…
classification, textThe measurements were created to ease the development, comparison and evaluation of fingerprinting based hybrid indoor positioning methods. The measuremen…
causal-discovery, classification, clustering, text