Posts Tagged ‘Vision’

Chest X-Ray Images Pneumonia

Chest X-Ray Images (Pneumonia) This dataset contains X-Ray images of patients suffering from Pneumonia in comparison with X-Ray images referring to normal condition. For more information please refer to https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia/home.The data files can be downloaded separately for training, testing and validation available on Kaggle https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia. Here is some information regarding this dataset: Number of images…

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HAM10000

HAM10000: This dataset contains 10015 dermatoscopic images of pigmented lesions for patients in 7 diagnostic categories. For more than half of the subjects, the diagnosis was confirmed through histopathology and for the rest of the patience through follow-up examinations, expert consensus, or by in-vivo confocal microscopy. More information about the dataset and the diagnosis categories,…

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CBIS-DDSM

CBIS-DDSM: Curated Breast Imaging Subset of DDSM: This dataset contains images for screening Mammography and is a subset of a DDSM dataset (Digital Database for Screening Mammography http://marathon.csee.usf.edu/Mammography/Database.html). CBIS-DDSM contains images of cases with three conditions of breast cancer (normal, benign, and malignant). The dataset also includes ROI segmentation and bounding boxes and pathologic diagnosis…

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NLST: National Lung Screening Trial

NLST: National Lung Screening Trial: This dataset contains images of the screening tests of patients suffering from lung cancer collected during a controlled clinical trial. The patients participated in a study for about 6.5 years of follow-up, while they were randomly divided into two groups of either receiving a low-dose helical CT screening or a…

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Human Protein Atlas Image

Human Protein Atlas Image: This dataset contains protein images of human body available from the Human Protein Atlas Image Classification Competition on Kaggle or from The Human Protein Atlas page https://www.proteinatlas.org/cell. The dataset might be either used for the Kaggle Competition, research and education and non-commercial purposes. Please refer to the competition rules on Kaggle…

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COIL-100

COIL-100: This dataset contains color images of objects at every 5 angles in a 360 degree rotation. The dataset was collected by the Center for Research on Intelligent Systems at the Department of Computer Science, Columbia University. This dataset was used in a real-time image recognition study. Here is some information regarding this dataset: Number…

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WIDER FACE

WIDER FACE: This dataset which is a subset of WIDER dataset contains labeled face images with different poses, scales and different situations like marching or hand shaking. Separate download links are available on the dataset page for training, validation and testing with random selection of 40%, 10% and 50% of the whole data respectively. The…

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CelebA: Large-scale CelebFaces Attributes

CelebA: Large-scale CelebFaces Attributes: This dataset contains color face images with 40 attribute annotations for each image. The dataset can be used for different computer vision tasks including face detection, face attribute recognition and landmark or facial part localization. More information about the dataset and links of download can be found on the dataset page…

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AgeDB

AgeDB: This dataset contains face images of celebrities, politicians and scientists in different ages and poses. The annotations per image include gender, age and identity of the person in the image. The age variations are from 3 to 101 years old. In the paper mentioned bellow, they have used AgeDB dataset for different experiments including…

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LFW: Labeled Faces in the Wild

LFW: Labeled Faces in the Wild: This dataset contains labeled face images collected from the web with names of the people in the images as the labels. Some of these people have two or more number of images in the dataset. This dataset is designed for studying the problem of unconstrained face recognition and face…

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