A. J. Hati and R. R. Singh, "AI-Driven Pheno-Parenting: A Deep Learning Based Plant Phenotyping Trait Analysis Model on a Novel Soilless Farming Dataset," in IEEE Access, vol. 11, pp. 35298-35314, 2023, doi: 10.1109/ACCESS.2023.3265195.

This dataset was collected with the goal of providing researchers with access to a collection of hundreds of images for efficient classification of plant attributes and multi-instance plant localisation and detection. There are two folders, i.e. Side view and Top View.Each folder includes label files and image files in the.jpg format (.txt format). Images of 30 plants grown in 5 hydroponic systems have been collected for 66 days. Thirty plants of three species (Petunia, Pansy and Calendula) were grown in a hydroponic system for the purpose of collecting and analysing images.

DOI Link: 
10.21227/fdk6-wc97
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Dataset Files

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[1] Anirban Jyoti Hati, Rajiv Ranjan Singh, "Hydroponic farming plant life cycle dataset for AI driven Pheno-parenting", IEEE Dataport, 2022. [Online]. Available: http://dx.doi.org/10.21227/fdk6-wc97. Accessed: Feb. 10, 2025.
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doi = {10.21227/fdk6-wc97},
url = {http://dx.doi.org/10.21227/fdk6-wc97},
author = {Anirban Jyoti Hati; Rajiv Ranjan Singh },
publisher = {IEEE Dataport},
title = {Hydroponic farming plant life cycle dataset for AI driven Pheno-parenting},
year = {2022} }
TY - DATA
T1 - Hydroponic farming plant life cycle dataset for AI driven Pheno-parenting
AU - Anirban Jyoti Hati; Rajiv Ranjan Singh
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PB - IEEE Dataport
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Anirban Jyoti Hati, Rajiv Ranjan Singh. (2022). Hydroponic farming plant life cycle dataset for AI driven Pheno-parenting. IEEE Dataport. http://dx.doi.org/10.21227/fdk6-wc97
Anirban Jyoti Hati, Rajiv Ranjan Singh, 2022. Hydroponic farming plant life cycle dataset for AI driven Pheno-parenting. Available at: http://dx.doi.org/10.21227/fdk6-wc97.
Anirban Jyoti Hati, Rajiv Ranjan Singh. (2022). "Hydroponic farming plant life cycle dataset for AI driven Pheno-parenting." Web.
1. Anirban Jyoti Hati, Rajiv Ranjan Singh. Hydroponic farming plant life cycle dataset for AI driven Pheno-parenting [Internet]. IEEE Dataport; 2022. Available from : http://dx.doi.org/10.21227/fdk6-wc97
Anirban Jyoti Hati, Rajiv Ranjan Singh. "Hydroponic farming plant life cycle dataset for AI driven Pheno-parenting." doi: 10.21227/fdk6-wc97