Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets from 3D Scans.
Ainaz EftekharAlexander SaxRoman BachmannJitendra MalikAmir Roshan ZamirPublished in: CoRR (2021)
Keyphrases
- multi task
- mid level
- low level
- multi task learning
- learning tasks
- visual concepts
- perceptual grouping
- event detection
- action recognition
- high level
- computer vision
- visual cues
- visual information
- multi class
- low level features
- feature selection
- levels of abstraction
- superpixels
- transfer learning
- image processing
- information gain
- data sets
- machine learning
- conditional random fields
- learning problems
- feature vectors
- pairwise
- information retrieval