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Lakshman Chandra De on Muck Rack

Lakshman Chandra De

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Articles

Deep learning-based application for automated leaf counting in medicinal orchid Dendrobium nobile L. using YOLOv5

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By Madhurima Das, Chandan Kumar Deb, Tshering Bhutia, Ram Pal, Ashraful Haque, Sourav Chakrabarty, Sankar Das, Siddhartha Biswas, Sudeep Marwaha, Mrinmoy Ray, Preeti Marwaha, Lakshman Chandra De, Nagaranai Shanmugam Kalaivanan, Chandan Gowda Hanumantha, Suman Natta
| Nature Verified
Abstract Deep learning-based methods have shown promise for automated leaf detection and counting, particularly in rosette species. However, automated leaf counting remains limited for orchids such as Dendrobium nobile, which have a complex non-rosette architecture, alternate phyllotaxy, overlapping leaves, and view-dependent occlusion. This study developed an automated leaf-counting framework for D.
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