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促进香料识别与分类:一个印度香料图像数据集。

Facilitating spice recognition and classification: An image dataset of Indian spices.

作者信息

Thite Sandip, Godse Deepali, Patil Kailas, Chumchu Prawit, Nyandoro Alfa

机构信息

Vishwakarma University, Pune, India.

Bharati Vidyapeeth's College of Engineering for Women, Pune, India.

出版信息

Data Brief. 2024 Sep 21;57:110936. doi: 10.1016/j.dib.2024.110936. eCollection 2024 Dec.

DOI:10.1016/j.dib.2024.110936
PMID:39957733
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11827071/
Abstract

This data paper presents a comprehensive visual dataset of 19 distinct types of Indian spices, consisting of high-quality images meticulously curated to facilitate various research and educational applications. The dataset includes extensive imagery of the following spices: Asafoetida, Bay Leaf, Black Cardamom, Black Pepper, Caraway Seeds, Cinnamon Stick, Cloves, Coriander Seeds, Cubeb Pepper, Cumin Seeds, Dry Ginger, Dry Red Chilly, Fennel Seeds, Green Cardamom, Mace, Nutmeg, Poppy Seeds, Star Anise, and Stone Flowers. Each image in the dataset has been captured under controlled conditions to ensure consistency and clarity, making it an invaluable resource for studies in food science, agriculture, and culinary arts. The dataset can also support machine learning and computer vision applications, such as spice recognition and classification. By providing detailed visual documentation, this dataset aims to promote a deeper understanding and appreciation of the rich diversity of Indian spices.

摘要

本数据论文展示了一个包含19种不同类型印度香料的综合视觉数据集,该数据集由精心挑选的高质量图像组成,以方便各种研究和教育应用。该数据集包括以下香料的大量图像:阿魏、月桂叶、黑豆蔻、黑胡椒、葛缕子籽、桂皮、丁香、芫荽籽、荜澄茄、孜然籽、干姜、干辣椒、小茴香籽、绿豆蔻、肉豆蔻干皮、肉豆蔻、罂粟籽、八角茴香和石花。数据集中的每一张图像都是在受控条件下拍摄的,以确保一致性和清晰度,使其成为食品科学、农业和烹饪艺术研究的宝贵资源。该数据集还可以支持机器学习和计算机视觉应用,如香料识别和分类。通过提供详细的视觉文档,该数据集旨在促进对印度香料丰富多样性的更深入理解和欣赏。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/69e3/11827071/f36faf6afd3b/gr5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/69e3/11827071/a093cd7837a6/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/69e3/11827071/639a2a06cf96/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/69e3/11827071/f9bfa2bb7e53/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/69e3/11827071/537b0906ef03/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/69e3/11827071/f36faf6afd3b/gr5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/69e3/11827071/a093cd7837a6/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/69e3/11827071/639a2a06cf96/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/69e3/11827071/f9bfa2bb7e53/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/69e3/11827071/537b0906ef03/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/69e3/11827071/f36faf6afd3b/gr5.jpg

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A comprehensive dataset of eight Thai cannabis classes for botanical exploration.一个用于植物学探索的包含八种泰国大麻类别的综合数据集。
Data Brief. 2024 Mar 7;54:110292. doi: 10.1016/j.dib.2024.110292. eCollection 2024 Jun.
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Empowering agricultural research: A comprehensive custard apple () disease dataset for precise detection.
助力农业研究:用于精确检测的番荔枝综合病害数据集
Data Brief. 2024 Jan 19;53:110078. doi: 10.1016/j.dib.2024.110078. eCollection 2024 Apr.
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() leaf image dataset: A comprehensive collection for botanical studies, herbal medicine research, and environmental analyses.()叶片图像数据集:用于植物学研究、草药研究和环境分析的综合集合。
Data Brief. 2023 Dec 9;52:109929. doi: 10.1016/j.dib.2023.109929. eCollection 2024 Feb.
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Mint leaves: Dried, fresh, and spoiled dataset for condition analysis and machine learning applications.薄荷叶:用于状态分析和机器学习应用的干燥、新鲜和变质数据集。
Data Brief. 2023 Oct 24;51:109717. doi: 10.1016/j.dib.2023.109717. eCollection 2023 Dec.
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Coconut () tree disease dataset: A dataset for disease detection and classification for machine learning applications.椰子()树疾病数据集:一个用于机器学习应用中疾病检测和分类的数据集。 需注意,原文中“Coconut () tree”括号处内容缺失,翻译可能存在一定局限性。
Data Brief. 2023 Oct 15;51:109690. doi: 10.1016/j.dib.2023.109690. eCollection 2023 Dec.
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Citrus dataset for image classification.用于图像分类的柑橘数据集。
Data Brief. 2023 Oct 11;51:109628. doi: 10.1016/j.dib.2023.109628. eCollection 2023 Dec.
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Earliest curry in Southeast Asia and the global spice trade 2000 years ago.东南亚最早的咖喱和 2000 年前的全球香料贸易。
Sci Adv. 2023 Jul 21;9(29):eadh5517. doi: 10.1126/sciadv.adh5517.
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Dataset of cannabis seeds for machine learning applications.用于机器学习应用的大麻种子数据集。
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