Datasets

Datasets Related to Human

• MPII Human Pose Dataset

  • Human Pose Estimation
  • 25K images containing over 40K people with annotated body joints
  • 410 human activities and each image is provided with an activity label
  • Extracted from YouTube video
  • For the test set, richer annotations including body part occlusions and 3D torso and head orientations

• Frames Labeled In Cinema (FLIC)

  • Human Pose Estimation
  • 20928 examples

• Leeds Sports Pose Dataset

  • Human Pose Estimation
  • 2000 pose annotated images

• COCO Dataset

  • Object segmentation
  • Recognition in Context
  • Multiple objects per image
  • More than 300,000 images
  • More than 2 Million instances
  • 80 object categories
  • 5 captions per image
  • Keypoints on 100,000 people

• Look into Person - LIP Dataset

  • Human Pose Estimation, Human Parsing
  • 30462 images for training set, 10000 images for validation set and 10000 for testing set

• Pascal VOC data sets

  • Classification/Detection
  • Segmentation
  • Action Classification
  • Person Layout/Person Parsing

• Large-scale Fashion (DeepFashion) Database

  • Human Clothes Database
  • Category and Attribute Prediction Benchmark
  • In-shop Clothes Retrieval Benchmark
  • Consumer-to-shop Clothes Retrieval Benchmark
  • Fashion Landmark Detection Benchmark

• Clothes Segmentation

  • Clothings Semantic Segmentation

推荐：
CVonline: Image Databases