Carl Brander

Improving Data-Scarce Image Classification Through Multimodal Synthetic Data Pretraining

2023

Deep Learning algorithms and models greatly benefit from the release of large-scale datasets, also including synthetically generated data, when real-life data is scarce. Multimodal datasets feature more descriptive environmental information than single-sensor ones, but they …