image-datasets.md

DataSets

A various image data sets for Machine Learning, Artificial Intelligence, and Data Science. Maintained by Community: https://www.Neuromancer.kr/

Classification or Recognition or Generative

• Coil-20
  • http://www.cs.columbia.edu/CAVE/software/softlib/coil-20.php
• MS COCO
  • http://mscoco.org/dataset/#overview
• NVIDIA food Image classification
  • https://github.com/corona10/FoodDataSet
• CIFAR-10, CIFAR-100
  • https://www.cs.toronto.edu/~kriz/cifar.html
• Large-scale CelebFaces Attributes (CelebA) Dataset
  • http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html
• Street View House Numbers (SVHN)
  • http://ufldl.stanford.edu/housenumbers/
• MNIST
  • http://yann.lecun.com/exdb/mnist/
• Facial Database
  • http://www.face-rec.org/databases/
• Simple Vector Drawing Datasets
  • https://github.com/hardmaru/sketch-rnn-datasets
• Places2 (Space)
  • http://places2.csail.mit.edu/download.html
• Yelp dataset (restorance)
  • https://www.yelp.com/dataset_challenge
• DeepFashion
  • http://mmlab.ie.cuhk.edu.hk/projects/DeepFashion.html
• Image to Latex (수식 이미지를 latex 코드로 만드는 데이터셋입니다.)
  • https://zenodo.org/record/56198#.WTpQ73XyhPN
• NIST Dataset(Fingerprint, Mugshot, OCR)
  • https://www.nist.gov/srd/nist-special-database-4
• Biometics ideal test dataset(Iris, Fingerprint, Face, palmprint, handwriting etc. - 로그인 필요!)
  • http://biometrics.idealtest.org/index.jsp
• PASCAL 2012 Dataset (Classification & Detection)
  • http://host.robots.ox.ac.uk/pascal/VOC/voc2012/index.html#data
• Inter4K
  • Inter4K is a benchmark dataset for video interpolation and super-resolution. It scales over multiple video resolutions and frame rates with the goal of creating challenging benchmarks. Inter4K provides 1K video with a 80-10-10 train-validation-test split. All videos have durations of 5 seconds for standardized benchmarking.
  • AdaPool: Exponential Adaptive Pooling for Information-Retaining Downsampling insert_drive_file
  • download link https://drive.google.com/u/0/uc?id=1YNdzhk0mxFln9_2MetHF1cJIsoeVCskh&export=download
  • Inter4K v1
    • 1K video clips (5s.)
    • 4K video quality 60fps
    • Supporting scripts are found at GitHub link