Label-Free Synthetic Pretraining of Object Detectors

Hei Law, Jia Deng

We propose a new approach, Synthetic Optimized Layout with Instance Detection (SOLID), to pretrain object detectors with synthetic images. Our "SOLID" approach consists of two main…