Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks.
Micah GoldblumHossein SouriRenkun NiManli ShuViraj PrabhuGowthami SomepalliPrithvijit ChattopadhyayMark IbrahimAdrien BardesJudy HoffmanRama ChellappaAndrew Gordon WilsonTom GoldsteinPublished in: CoRR (2023)
Keyphrases
- computer vision
- action recognition
- data mining
- small scale
- pattern recognition
- complex systems
- statistical models
- object recognition
- camera calibration
- experimental data
- probabilistic model
- vision system
- computer vision algorithms
- real world
- mathematical models
- signal processing
- image registration
- probability distribution
- image analysis
- real life
- multi agent systems
- three dimensional
- social networks
- information retrieval