Automatic cattle identification using YOLOv5 and Mosaic Augmentation: A comparative analysis

Rabin Dulal; Lihong Zheng; Ashad Kabir; Shawn McGrath; Jonathan Medway; Dave Swain; Will Swain

Automatic cattle identification using YOLOv5 and Mosaic Augmentation: A comparative analysis

Rabin Dulal, Lihong Zheng, Ashad Kabir, Shawn McGrath, Jonathan Medway, Dave Swain, Will Swain

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Original language	English
Title of host publication	The International Conference on Digital Image Computing: Techniques and Applications (DICTA)
Publisher	IEEE
Number of pages	8
Publication status	E-pub ahead of print - 30 Nov 2022
Event	International Conference on Digital Image Computing: Techniques and Applications 2022: DICTA 2022 - Rydges World Square, Sydney, Australia Duration: 30 Nov 2022 → 02 Dec 2022 http://dicta2022.dictaconference.org/ (Conference website) http://dicta2022.dictaconference.org/full_program.html#oral4 (Program)

Conference

Conference	International Conference on Digital Image Computing: Techniques and Applications 2022
Country/Territory	Australia
City	Sydney
Period	30/11/22 → 02/12/22
Internet address	http://dicta2022.dictaconference.org/ (Conference website) http://dicta2022.dictaconference.org/full_program.html#oral4 (Program)

Access to Document

http://arxiv.org/abs/2210.11939

Cite this

@inproceedings{7de260aac33248edba8dadeb641da708,

title = "Automatic cattle identification using YOLOv5 and Mosaic Augmentation: A comparative analysis",

author = "Rabin Dulal and Lihong Zheng and Ashad Kabir and Shawn McGrath and Jonathan Medway and Dave Swain and Will Swain",

year = "2022",

month = nov,

day = "30",

language = "English",

booktitle = "The International Conference on Digital Image Computing: Techniques and Applications (DICTA)",

publisher = "IEEE",

note = "International Conference on Digital Image Computing: Techniques and Applications 2022 : DICTA 2022 ; Conference date: 30-11-2022 Through 02-12-2022",

url = "http://dicta2022.dictaconference.org/, http://dicta2022.dictaconference.org/full_program.html#oral4",

}

Dulal, R, Zheng, L , Kabir, A , McGrath, S , Medway, J, Swain, D & Swain, W 2022, Automatic cattle identification using YOLOv5 and Mosaic Augmentation: A comparative analysis. in The International Conference on Digital Image Computing: Techniques and Applications (DICTA) . IEEE, International Conference on Digital Image Computing: Techniques and Applications 2022, Sydney, New South Wales, Australia, 30/11/22. <http://arxiv.org/abs/2210.11939>

TY - GEN

T1 - Automatic cattle identification using YOLOv5 and Mosaic Augmentation

T2 - International Conference on Digital Image Computing: Techniques and Applications 2022

AU - Dulal, Rabin

AU - Zheng, Lihong

AU - Kabir, Ashad

AU - McGrath, Shawn

AU - Medway, Jonathan

AU - Swain, Dave

AU - Swain, Will

PY - 2022/11/30

Y1 - 2022/11/30

M3 - Conference paper

BT - The International Conference on Digital Image Computing: Techniques and Applications (DICTA)

PB - IEEE

Y2 - 30 November 2022 through 2 December 2022

ER -