Advancing Image Object Detection: Enhanced Feature Pyramid Network and Gradient Density Loss for Improved Performance

Advancing Image Object Detection: Enhanced Feature Pyramid Network and Gradient Density Loss for Improved Performance

In the era of artificial intelligence, the significance of images and videos as intuitive conveyors of information cannot be overstated. Computer vision techniques rooted in deep learning have revolutionized our ability to autonomously and accurately identify objects within visual media, making them...

Full description

Bibliographic Details
Main Authors: Ying Wang, Qinghui Wang, Ruirui Zou, Falin Wen, Fenglin Liu, Yihang Zhang, Shaoyi Du, Wei Zeng
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Applied Sciences
Subjects:
deep learning
object detection
feature pyramid network
multi-scale features
gradient density loss
Online Access:https://www.mdpi.com/2076-3417/13/22/12174

Internet

https://www.mdpi.com/2076-3417/13/22/12174

Similar Items