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Apr, 2021
少样本视频物体检测
Few-Shot Video Object Detection
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Qi Fan, Chi-Keung Tang, Yu-Wing Tai
TL;DR
本篇论文提出了 Few-Shot Video Object Detection (FSVOD) 方法，包括 FSVOD-500 数据集、Tube Proposal Network 和 Temporal Matching Network 两个网络，能显著提升视频物体识别的效果。
Abstract
We introduce Few-Shot
video object detection
(FSVOD) with three important contributions: 1) a large-scale video dataset FSVOD-500 comprising of 500 classes with class-balanced videos in each category for
few-shot learni
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