One-Shot Object Detection with Co-Attention and Co-Excitation

This paper aims to tackle the challenging problem of one-shot object detection. Given a query image patch whose class label is not included in the training data, the goal of the task is to detect all instances of the same class in a target image... (read more)

PDF Abstract NeurIPS 2019 PDF NeurIPS 2019 Abstract

Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
One-Shot Object Detection COCO One-Shot Object Detection AP 0.5 22.0 # 1

Methods used in the Paper