Fully Automated DCNN-Based Thermal Images Annotation Using Neural Network Pretrained On RGB Data

Fully Automated DCNN-Based Thermal Images Annotation Using Neural Network Pretrained On RGB Data

One of the biggest challenges of training deep neural network is the need for massive data annotation. To train the neural network for object detection, millions of annotated training images are required. However, currently, there are no large-scale thermal image datasets that could be used to train...

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Bibliographic Details
Main Authors: Adam Ligocki, Ales Jelinek, Ludek Zalud, Esa Rahtu
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Sensors
Subjects:
deep convolutional neural networks
transfer learning
YOLO
RGB
IR
thermal
Online Access:https://www.mdpi.com/1424-8220/21/4/1552

Internet

https://www.mdpi.com/1424-8220/21/4/1552

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