Advertisement

Browse Subject Areas

?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

Loading metrics

Open Access

Peer-reviewed

Research Article

CattleNet-XAI: An explainable CNN framework for efficient cattle weight estimation

Md Junayed Hossain,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Center for Computational & Data Sciences, Independent University, Bangladesh, Dhaka, Bangladesh
⨯
Jannatul Ferdaus,

Roles Conceptualization, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Center for Computational & Data Sciences, Independent University, Bangladesh, Dhaka, Bangladesh
⨯
Ashraful Islam ,

Roles Project administration, Resources, Supervision, Validation, Writing – review & editing

* E-mail: ashraful@iub.edu.bd

Affiliation Center for Computational & Data Sciences, Independent University, Bangladesh, Dhaka, Bangladesh

https://orcid.org/0000-0003-2367-2013

⨯
M. Ashraful Amin

Roles Project administration, Resources, Supervision, Validation, Writing – review & editing

Affiliation Center for Computational & Data Sciences, Independent University, Bangladesh, Dhaka, Bangladesh

https://orcid.org/0000-0003-2330-9775

⨯

CattleNet-XAI: An explainable CNN framework for efficient cattle weight estimation

Md Junayed Hossain,
Jannatul Ferdaus,
Ashraful Islam,
M. Ashraful Amin

x

Published: November 13, 2025
https://doi.org/10.1371/journal.pone.0336434

Reader Comments (0)

Post a new comment on this article

Print

Advertisement

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Body weight
Is the Subject Area "Body weight" applicable to this article?

Thanks for your feedback.
Livestock
Is the Subject Area "Livestock" applicable to this article?

Thanks for your feedback.
Cattle
Is the Subject Area "Cattle" applicable to this article?

Thanks for your feedback.
Machine learning
Is the Subject Area "Machine learning" applicable to this article?

Thanks for your feedback.
Linear regression analysis
Is the Subject Area "Linear regression analysis" applicable to this article?

Thanks for your feedback.
Imaging techniques
Is the Subject Area "Imaging techniques" applicable to this article?

Thanks for your feedback.
Machine learning algorithms
Is the Subject Area "Machine learning algorithms" applicable to this article?

Thanks for your feedback.
Preprocessing
Is the Subject Area "Preprocessing" applicable to this article?

Thanks for your feedback.