Frustratingly Simple Few-Shot Object Detection

Xin Wang, Thomas E. Huang, Trevor Darrell +2

Detecting rare objects from a few examples is an emerging problem. Prior works show meta-learning is a promising approach. But, fine-tuning techniques have drawn scant attention. W…