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Divyanth L G
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A two-stage deep-learning based segmentation model for crop disease quantification based on corn field imagery
LG Divyanth, A Ahmad, D Saraswat
Smart Agricultural Technology 3, 100108, 2023
432023
Image-to-image translation-based data augmentation for improving crop/weed classification models for precision agriculture applications
LG Divyanth, DS Guru, P Soni, R Machavaram, M Nadimi, J Paliwal
Algorithms 15 (11), 401, 2022
272022
Automated detection of mechanical damage in flaxseeds using radiographic imaging and machine learning
M Nadimi, LG Divyanth, J Paliwal
Food and Bioprocess Technology 16 (3), 526-536, 2023
252023
Evaluation of Effective Class-Balancing Techniques for CNN-Based Assessment of Aphanomyces Root Rot Resistance in Pea (Pisum sativum L.)
LG Divyanth, A Marzougui, MJ González-Bernal, RJ McGee, D Rubiales, ...
Sensors 22 (19), 7237, 2022
132022
Detection of coconut clusters based on occlusion condition using attention-guided faster R-CNN for robotic harvesting
LG Divyanth, P Soni, CM Pareek, R Machavaram, M Nadimi, J Paliwal
Foods 11 (23), 3903, 2022
102022
Identification of Green Gram (Vigna radiata) Grains Infested by Callosobruchus maculatus Through X-ray Imaging and GAN-Based Image Augmentation
LG Divyanth, V Chelladurai, M Loganathan, DS Jayas, P Soni
Journal of Biosystems Engineering 47 (3), 302-317, 2022
102022
Non-destructive prediction of nicotine content in tobacco using hyperspectral image–derived spectra and machine learning
LG Divyanth, S Chakraborty, B Li, DC Weindorf, P Deb, CJ Gem
Journal of Biosystems Engineering 47 (2), 106-117, 2022
92022
Land use/land cover classification using hyperspectral soil reflectance features in the Eastern Himalayas, India
BU Choudhury, LG Divyanth, S Chakraborty
Catena 229, 107200, 2023
72023
Assessment of mechanical damage and germinability in flaxseeds using hyperspectral imaging
M Nadimi, LG Divyanth, MMA Chaudhry, T Singh, G Loewen, J Paliwal
Foods 13 (1), 120, 2023
22023
A Two-Stage Deep-Learning Model for Detection and Occlusion-Based Classification of Kashmiri Orchard Apples for Robotic Harvesting
D Rathore, LG Divyanth, KLS Reddy, Y Chawla, M Buragohain, P Soni, ...
Journal of Biosystems Engineering 48 (2), 242-256, 2023
22023
Soil Fertility Prediction Using Combined USB-microscope Based Soil Image, Auxiliary Variables, and Portable X-Ray Fluorescence Spectrometry
S Dasgupta, S Pate, D Rathore, LG Divyanth, A Das, A Nayak, S Dey, ...
arXiv preprint arXiv:2404.12415, 2024
2024
Estimating depth from RGB images using deep-learning for robotic applications in apple orchards
LG Divyanth, D Rathore, P Senthilkumar, P Patidar, X Zhang, M Karkee, ...
Smart Agricultural Technology 6, 100345, 2023
2023
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