Object-Oriented Cutout Data Augmentation for Tiny Object Detection

Author:

Yim Sunhyuk1,Cho MyeongAh1,Lee Sangyoun1

Affiliation:

1. School of Electrical and Electronic Engineering, Yonsei University,Republic of Korea

Publisher

IEEE

Reference11 articles.

1. Improved regularization of convolutional neural networks with cutout;terrance;ArXiv Preprint,2017

2. A survey on image data augmentation for deep learning;connor;Journal Of Big Data,2019

3. Yolov4: Optimal speed and accuracy of object detection;alexey;ArXiv Preprint,2020

4. A survey and performance evaluation of deep learning methods for small object detection;yang;Expert Systems with Applications,2021

5. Recent advances in small object detection based on deep learning: A review;kang;Image and Vision Computing,2020

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3. Real-Time Object Detection to Identify Adults and Children Using YOLO Algorithms;2023 International Conference on Computational Science and Computational Intelligence (CSCI);2023-12-13

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