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      Image

      WIDERFace

      YEAR: 2020 LICENSE: Not found UpdateTime: 2021-01-15

      32,203張圖像,並對393,703張像樣本圖像中所描述的在尺度、姿勢和遮擋方面具有高度可變性的面孔進行標記。較寬的人臉數據集基于61個事件類進行組織。 

      • OpenI:https://git.openi.org.cn/Open_Dataset/WIDERFace/datasets
      • Source:http://shuoyang1213.me/WIDERFACE/
      Image

      WIDER

      LICENSE: Not found UpdateTime: 2021-01-15

      WIDER包含61個事件類別和大約50574個用事件 類標簽注釋的圖像。 

      • OpenI:https://git.openi.org.cn/Open_Dataset/WIDER/datasets
      • Source:http://yjxiong.me/event_recog/WIDER/
      Image

      IMDB-WIKI_faces

      LICENSE: Not found UpdateTime: 2021-01-15

      来自IMDb的20,284名名人和Wikipedia的62,328名名人共460,723张人脸图像,因此总计523,051张。  

      • OpenI:https://git.openi.org.cn/Open_Dataset/IMDB-WIKI_faces/datasets
      • Source:https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/
      Image

      Objectron

      YEAR: 2020 LICENSE: C-UDA-1.0 UpdateTime: 2021-01-19

      The Objectron dataset is a collection of short, object-centric video clips, which are accompanied by AR session metadata that includes camera poses, sparse point-clouds and characterization of the planar surfaces in the surrounding environment. Includes 15000 annotated videos and 4M annotated images.

      • Source:https://github.com/google-research-datasets/Objectron/
      Image

      Products-10K

      YEAR: 2020 LICENSE: Non-commercial UpdateTime: 2021-01-19

      The largest production recognition dataset containing 10,000 products frequently bought by online customers in JD.com

      • Source:https://products-10k.github.io/
      Medical

      MedICaT

      YEAR: 2020 LICENSE: CC-BY-NC-ND 4.0 UpdateTime: 2021-01-19

      MedICaT is a dataset of medical images, captions, subfigure-subcaption annotations, and inline textual references. Consists of: 217,060 figures from 131,410 open access papers, 7507 subcaption and subfigure annotations for 2069 compound figures, Inline references for ~25K figures in the ROCO dataset.

      • Source:https://github.com/allenai/medicat
      Question answering

      ClarQ

      YEAR: 2020 LICENSE: CC BY-NC 4.0 UpdateTime: 2021-01-19

      ClarQ: A large-scale and diverse dataset for Clarification Question Generation. Consists of ~2M examples distributed across 173 domains of stackexchange.

      • Source:https://github.com/vaibhav4595/ClarQ
      Image

      HAA500

      YEAR: 2020 LICENSE: Non-commercial UpdateTime: 2021-01-19

      HAA500, a manually annotated human-centric atomic action dataset for action recognition on 500 classes with over 591k labeled frames.

      • Source:https://www.cse.ust.hk/haa/
      NLP

      CLUE benchmark

      YEAR: 2020 LICENSE: Various UpdateTime: 2021-01-19

      CLUE: A Chinese Language Understanding Evaluation Benchmark. CLUE is an open-ended, community-driven project that brings together 9 tasks spanning several well-established single-sentence/sentence-pair classification tasks, as well as machine reading comprehension, all on original Chinese text.

      • Source:https://github.com/CLUEbenchmark/CLUE
      Image

      KeypointNet

      YEAR: 2020 LICENSE: Non-commercial UpdateTime: 2021-01-19

      KeypointNet is a large-scale and diverse 3D keypoint dataset that contains 83,231 keypoints and 8,329 3D models from 16 object categories, by leveraging numerous human annotations, based on ShapeNet models.

      • Source:https://github.com/qq456cvb/KeypointNet
      Image

      Face/Head segmentation dataset

      YEAR: 2020 LICENSE: CC-BY-NC-SA 4.0 UpdateTime: 2021-01-19

      The dataset contains over 16.5k (16557) fully pixel-level labeled segmentation images.

      • Source:https://www.mut1ny.com/face-headsegmentation-dataset
      Image

      Ruralscapes Dataset

      YEAR: 2020 LICENSE: CC-BY-NC-SA 4.0 UpdateTime: 2021-01-19

      Ruralscapes Dataset for Semantic Segmentation in UAV Videos. Ruralscapes is a dataset with 20 high quality (4K) videos portraying rural areas.

      • Source:https://sites.google.com/site/aerialimageunderstanding/semantics-through-time-semi-supervised-segmentation-of-aerial-videos
      Image

      TAO

      YEAR: 2020 LICENSE: Non-commercial UpdateTime: 2021-01-19

      TAO is a federated dataset for Tracking Any Object, containing 2,907 high resolution videos, captured in diverse environments, which are half a minute long on average.

      • Source:http://taodataset.org/
      Image

      HiEve

      YEAR: 2020 LICENSE: Non-commercial UpdateTime: 2021-01-19

      Human-centric Video Analysis in Complex Events. HiEve dataset includes the currently largest number of poses (>1M), the largest number of complex-event action labels (>56k), and one of the largest number of trajectories with long terms (with average trajectory length >480).

      • Source:http://humaninevents.org/
      Image

      Fashionpedia

      YEAR: 2020 LICENSE: CC BY 4.0 UpdateTime: 2021-01-19

      Fashionpedia is a dataset which consists of two parts: (1) an ontology built by fashion experts containing 27 main apparel categories, 19 apparel parts, 294 fine-grained attributes and their relationships; (2) a dataset with 48k everyday and celebrity event fashion images annotated with segmentation masks and their associated per-mask fine-grained attributes, built upon the Fashionpedia ontology.

      • Source:https://fashionpedia.github.io/home/
      Image

      Condensed Moives

      YEAR: 2020 LICENSE: Non-commercial UpdateTime: 2021-01-19

      A large-scale video dataset, featuring clips from movies with detailed captions. Over 3,000 diverse movies from a variety of genres, countries and decades.

      • Source:https://www.robots.ox.ac.uk/~vgg/research/condensed-movies/
      Image

      AVID

      YEAR: 2020 LICENSE: MIT UpdateTime: 2021-01-19

      AViD is a large-scale video dataset with 467k videos and 887 action classes. The collected videos have a creative-commons license.

      • Source:https://github.com/piergiaj/AViD
      NLP

      Social Bias Inference Corpus

      YEAR: 2020 LICENSE: Non-commercial UpdateTime: 2021-01-19

      Social Bias Inference Corpus (SBIC) contains 150k structured annotations of social media posts, covering over 34k implications about a thousand demographic groups.

      • Source:https://homes.cs.washington.edu/~msap/social-bias-frames/
      Self-driving

      DDAD

      YEAR: 2020 LICENSE: CC-BY-NC-SA 4.0 UpdateTime: 2021-01-19

      DDAD (Dense Depth for Autonomous Driving) is a new autonomous driving benchmark from TRI (Toyota Research Institute) for long range (up to 250m) and dense depth estimation in challenging and diverse urban conditions. It contains monocular videos and accurate ground-truth depth (across a full 360 degree field of view) generated from high-density LiDARs mounted on a fleet of self-driving cars operating in a cross-continental setting.

      • Source:https://github.com/TRI-ML/DDAD
      NLP

      GoEmotions

      YEAR: 2020 LICENSE: Non-commercial UpdateTime: 2021-01-19

      GoEmotions, the largest manually annotated dataset of 58k English Reddit comments, labeled for 27 emotion categories or Neutral.

      • Source:https://github.com/google-research/google-research/tree/master/goemotions
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