An annotated image dataset of vegetable crops at an early stage of growth for proximal sensing applications
This article introduces a dataset of 2 801 images of vegetable crops. Maize (Zea mays), bean (Phaseolus vulgaris) and leek (Allium ampeloprasum) crops at an early stage of development (between 2 and 5 weeks from seeding of transplanting) are supported. Two kinds of annotations are provided: (i) boun...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2022-06-01
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| Series: | Data in Brief |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352340922002463 |
| _version_ | 1811240529182064640 |
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| author | Louis Lac Barna Keresztes Marine Louargant Marc Donias Jean-Pierre Da Costa |
| author_facet | Louis Lac Barna Keresztes Marine Louargant Marc Donias Jean-Pierre Da Costa |
| author_sort | Louis Lac |
| collection | DOAJ |
| description | This article introduces a dataset of 2 801 images of vegetable crops. Maize (Zea mays), bean (Phaseolus vulgaris) and leek (Allium ampeloprasum) crops at an early stage of development (between 2 and 5 weeks from seeding of transplanting) are supported. Two kinds of annotations are provided: (i) bounding boxes enclosing the crops of interest or their stems, weeds being left apart, and (ii) crop structures in the form of star graphs whose vertices are the plant organs (stems and leaves) and whose edges represent the connections between them. The images have been captured in various production and experimentation plots in France using an acquisition module which controls light conditions. They present a wide variety of soil conditions, weed infestation and growth stages. This dataset can benefit precision hoeing and in-field crop monitoring applications that are based on proximal imagery. |
| first_indexed | 2024-04-12T13:21:57Z |
| format | Article |
| id | doaj.art-9bdd40350b7049ceaa4315c5c79b152c |
| institution | Directory Open Access Journal |
| issn | 2352-3409 |
| language | English |
| last_indexed | 2024-04-12T13:21:57Z |
| publishDate | 2022-06-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Data in Brief |
| spelling | doaj.art-9bdd40350b7049ceaa4315c5c79b152c2022-12-22T03:31:28ZengElsevierData in Brief2352-34092022-06-0142108035An annotated image dataset of vegetable crops at an early stage of growth for proximal sensing applicationsLouis Lac0Barna Keresztes1Marine Louargant2Marc Donias3Jean-Pierre Da Costa4Corresponding author.; IMS UMR 5218, CNRS, Talence F-33405, FranceIMS UMR 5218, CNRS, Talence F-33405, FranceCTIFL, 28 Route des Nebouts, Prigonrieux, FranceIMS UMR 5218, CNRS, Talence F-33405, France; ENSEIRB-Matmeca, Bordeaux INP, Talence F-33402, FranceIMS UMR 5218, CNRS, Talence F-33405, France; Bordeaux Sciences Agro, Gradignan F-33175, FranceThis article introduces a dataset of 2 801 images of vegetable crops. Maize (Zea mays), bean (Phaseolus vulgaris) and leek (Allium ampeloprasum) crops at an early stage of development (between 2 and 5 weeks from seeding of transplanting) are supported. Two kinds of annotations are provided: (i) bounding boxes enclosing the crops of interest or their stems, weeds being left apart, and (ii) crop structures in the form of star graphs whose vertices are the plant organs (stems and leaves) and whose edges represent the connections between them. The images have been captured in various production and experimentation plots in France using an acquisition module which controls light conditions. They present a wide variety of soil conditions, weed infestation and growth stages. This dataset can benefit precision hoeing and in-field crop monitoring applications that are based on proximal imagery.http://www.sciencedirect.com/science/article/pii/S2352340922002463Vegetable cropsCrop structuresPrecision hoeingPhenotypingLeaf countingPrecision agriculture |
| spellingShingle | Louis Lac Barna Keresztes Marine Louargant Marc Donias Jean-Pierre Da Costa An annotated image dataset of vegetable crops at an early stage of growth for proximal sensing applications Data in Brief Vegetable crops Crop structures Precision hoeing Phenotyping Leaf counting Precision agriculture |
| title | An annotated image dataset of vegetable crops at an early stage of growth for proximal sensing applications |
| title_full | An annotated image dataset of vegetable crops at an early stage of growth for proximal sensing applications |
| title_fullStr | An annotated image dataset of vegetable crops at an early stage of growth for proximal sensing applications |
| title_full_unstemmed | An annotated image dataset of vegetable crops at an early stage of growth for proximal sensing applications |
| title_short | An annotated image dataset of vegetable crops at an early stage of growth for proximal sensing applications |
| title_sort | annotated image dataset of vegetable crops at an early stage of growth for proximal sensing applications |
| topic | Vegetable crops Crop structures Precision hoeing Phenotyping Leaf counting Precision agriculture |
| url | http://www.sciencedirect.com/science/article/pii/S2352340922002463 |
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