香集:孟加拉国香品种的数据集
Md Ripon Sheikh1, Md Anwar Hossain1, Moazzem Hossain1
1Department of Computer Science and Engineering, Bangladesh University of Business and Technology (BUBT), Dhaka, Bangladesh.
Data in brief
|June 4, 2024
概括
这项研究提出了一个新的数据集,包括6000个增强图像,涵盖了来自孟加拉国的六种香品种. 这个资源通过提供多样化的香数据来帮助农业和食品行业的研究.
科学领域:
- 农业科学 农业科学
- 计算机视觉 计算机视觉
- 食品科学 食品科学 食品科学
背景情况:
- 香种植在孟加拉国很重要,有几个本地品种.
- 需要为农业应用提供全面,高质量的图像数据集.
研究的目的:
- 为了介绍孟加拉国香品种的新,多样化的数据集.
- 支持香分类,农业和食品制造领域的研究.
主要方法:
- 使用智能手机摄像头收集了六种香品种 (沙戈尔,沙布里,钱帕,阿纳吉,德希,比奇) 的1166张原始图像.
- 增加了数据集,以实现每个品种的1000张图像,总共6000张图像.
主要成果:
- 一个数据集6000增强,高分辨率的香图像在六个不同的品种.
- 该数据集捕捉了对机器学习模型至关重要的视觉多样性.
结论:
- 该数据集对于开发农业和食品加工领域的自动化系统具有价值.
- 它为进一步研究香品种识别和质量评估提供了基础.
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