Precision at Scale: Domain-Specific Datasets On-Demand
It is proved that automatically generated domain-specific datasets lead to better pretraining than large-scale supervised datasets such as ImageNet-1k and ImageNet-21k and proves the superiority of PaS datasets over existing traditional domain-specific datasets in terms of diversity, scale, and effectiveness.
Jes'us M. Rodr'iguez-de-Vera, Imanol G. Estepa, Ignacio Saras'ua et al.
· Pattern Recognition · 5 citations