Efficient Weakly-Supervised Object Detection With Pseudo Annotations

Efficient Weakly-Supervised Object Detection With Pseudo Annotations

Weakly-supervised object detection (WSOD) has attracted lots of attention in recent years. However, there is still a big gap between WSOD and generic object detection. The main barriers to the efficiency of WSOD are the ineffective data augmentations and inaccurate bounding box predictions. Given on...

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Bibliographic Details
Main Authors: Qingsheng Yuan, Gang Sun, Jianming Liang, Biao Leng
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Object detection
weakly-supervised learning
data augmentation
mixed-supervision
Online Access:https://ieeexplore.ieee.org/document/9494369/

Internet

https://ieeexplore.ieee.org/document/9494369/

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