MED 117: A dataset of medicinal plants mostly found in Assam with their leaf images, segmented leaf frames and name table
Medicinal plants are a potential source of income particularly for rural populations in India who rely on these medicinal plants to treat a variety of different diseases through both targeted temporary and daily use. Through this data paper we have given a reference to our collected specimen set whe...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2023-04-01
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| Series: | Data in Brief |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352340923001014 |
| _version_ | 1797867631906127872 |
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| author | Parismita Sarma Parvez Aziz Boruah Rubul Buragohain |
| author_facet | Parismita Sarma Parvez Aziz Boruah Rubul Buragohain |
| author_sort | Parismita Sarma |
| collection | DOAJ |
| description | Medicinal plants are a potential source of income particularly for rural populations in India who rely on these medicinal plants to treat a variety of different diseases through both targeted temporary and daily use. Through this data paper we have given a reference to our collected specimen set where almost 117 (one hundred seventeen) medicinal plant species with their leaf samples are stored. We have used Mendeley platform to store the dataset and visited many medicinal plant gardens situated in Assam to collect them. The dataset consists of raw leaf samples, U-net segmented gray leaf samples and a plant name table. The table includes Botanical name, family of the species, Common name and Assamese name. For segmentation U-net model was used and the resultant U-net segmented gray image frames are uploaded to the database. These segmented samples can be directly used for deep learning model for training and classification. Researchers will be able to use those to build recognition tool for Android or PC based system. |
| first_indexed | 2024-04-09T23:44:20Z |
| format | Article |
| id | doaj.art-f17e2e2624b841d79432eb44d2d25b7a |
| institution | Directory Open Access Journal |
| issn | 2352-3409 |
| language | English |
| last_indexed | 2024-04-09T23:44:20Z |
| publishDate | 2023-04-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Data in Brief |
| spelling | doaj.art-f17e2e2624b841d79432eb44d2d25b7a2023-03-18T04:41:51ZengElsevierData in Brief2352-34092023-04-0147108983MED 117: A dataset of medicinal plants mostly found in Assam with their leaf images, segmented leaf frames and name tableParismita Sarma0Parvez Aziz Boruah1Rubul Buragohain2Department of Information Technology, Gauhati University, Guwahati, Assam 781014, India; Corresponding author.Department of Information Technology, Gauhati University, Guwahati, Assam 781014, IndiaDepartment of Botany, Gauhati University, Guwahati, Assam 781014, IndiaMedicinal plants are a potential source of income particularly for rural populations in India who rely on these medicinal plants to treat a variety of different diseases through both targeted temporary and daily use. Through this data paper we have given a reference to our collected specimen set where almost 117 (one hundred seventeen) medicinal plant species with their leaf samples are stored. We have used Mendeley platform to store the dataset and visited many medicinal plant gardens situated in Assam to collect them. The dataset consists of raw leaf samples, U-net segmented gray leaf samples and a plant name table. The table includes Botanical name, family of the species, Common name and Assamese name. For segmentation U-net model was used and the resultant U-net segmented gray image frames are uploaded to the database. These segmented samples can be directly used for deep learning model for training and classification. Researchers will be able to use those to build recognition tool for Android or PC based system.http://www.sciencedirect.com/science/article/pii/S2352340923001014Medicinal plantBotanical nameCommon nameU-Net segmentationWatershed segmentation |
| spellingShingle | Parismita Sarma Parvez Aziz Boruah Rubul Buragohain MED 117: A dataset of medicinal plants mostly found in Assam with their leaf images, segmented leaf frames and name table Data in Brief Medicinal plant Botanical name Common name U-Net segmentation Watershed segmentation |
| title | MED 117: A dataset of medicinal plants mostly found in Assam with their leaf images, segmented leaf frames and name table |
| title_full | MED 117: A dataset of medicinal plants mostly found in Assam with their leaf images, segmented leaf frames and name table |
| title_fullStr | MED 117: A dataset of medicinal plants mostly found in Assam with their leaf images, segmented leaf frames and name table |
| title_full_unstemmed | MED 117: A dataset of medicinal plants mostly found in Assam with their leaf images, segmented leaf frames and name table |
| title_short | MED 117: A dataset of medicinal plants mostly found in Assam with their leaf images, segmented leaf frames and name table |
| title_sort | med 117 a dataset of medicinal plants mostly found in assam with their leaf images segmented leaf frames and name table |
| topic | Medicinal plant Botanical name Common name U-Net segmentation Watershed segmentation |
| url | http://www.sciencedirect.com/science/article/pii/S2352340923001014 |
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