A, Vijayalakshmi and P, Shanmugavadivu and S, Vijayalakshmi and Padarha, Shreyansh and R, Sivaranjani (2024) Mitigating Training Bias in Cattle Breed Identification through Orientation-Aware Framework. In: Proceedings of the 1st International Conference on Artificial Intelligence, Communication, IoT, Data Engineering and Security, IACIDS 2023, 23-25 November 2023, Lavasa, Pune, India.
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Abstract
This paper introduces a comprehensive strategy to mitigate training bias in cattle breed identification models, focusing on cow orientation in still frames. Leveraging YOLOv7 for face detection, our methodology incorporates a novel orientation-aware pre-processing step that categorizes images into r
| Item Type: | Conference or Workshop Item (UNSPECIFIED) |
|---|---|
| Date Deposited: | 04 Mar 2026 17:18 |
| Last Modified: | 17 Apr 2026 00:09 |
| URI: | http://eprints.eai.eu/id/eprint/47773 |
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