Classification Efficiency of Pre-Trained Deep CNN Models on Camera Trap Images

This paper presents the evaluation of 36 convolutional neural network (CNN) models, which were trained on the same dataset (ImageNet). The aim of this research was to evaluate the performance of pre-trained models on the binary classification of images in a “real-world” application. The classificati...

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Bibliographic Details
Main Authors: Adam Stančić, Vedran Vyroubal, Vedran Slijepčević
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Journal of Imaging
Subjects:
Online Access:https://www.mdpi.com/2313-433X/8/2/20