Zobrazeno 1 - 8
of 8
pro vyhledávání: '"Desai, Sai Vikas"'
Publikováno v:
Proceedings of Machine Learning Research. 148 (2021) 14-32
Active Learning (AL) techniques aim to minimize the training data required to train a model for a given task. Pool-based AL techniques start with a small initial labeled pool and then iteratively pick batches of the most informative samples for label
Externí odkaz:
http://arxiv.org/abs/2011.14696
In light of growing challenges in agriculture with ever growing food demand across the world, efficient crop management techniques are necessary to increase crop yield. Precision agriculture techniques allow the stakeholders to make effective and cus
Externí odkaz:
http://arxiv.org/abs/2006.11391
Panicle density of cereal crops such as wheat and sorghum is one of the main components for plant breeders and agronomists in understanding the yield of their crops. To phenotype the panicle density effectively, researchers agree there is a significa
Externí odkaz:
http://arxiv.org/abs/1910.01789
Active learning approaches in computer vision generally involve querying strong labels for data. However, previous works have shown that weak supervision can be effective in training models for vision tasks while greatly reducing annotation costs. Us
Externí odkaz:
http://arxiv.org/abs/1908.02454
Accurate estimation of heading date of paddy rice greatly helps the breeders to understand the adaptability of different crop varieties in a given location. The heading date also plays a vital role in determining grain yield for research experiments.
Externí odkaz:
http://arxiv.org/abs/1906.07917
Autor:
Kumar, Ajay, Desai, Sai Vikas, Balasubramanian, Vineeth N., Rajalakshmi, P., Guo, Wei, Balaji Naik, B., Balram, M., Desai, Uday B.
Publikováno v:
In Remote Sensing Applications: Society and Environment August 2021 23
Autor:
Chandra, Akshay L.1 (AUTHOR), Desai, Sai Vikas1 (AUTHOR), Balasubramanian, Vineeth N.1 (AUTHOR) vineethnb@iith.ac.in, Ninomiya, Seishi2 (AUTHOR), Guo, Wei2 (AUTHOR) guowei@g.ecc.u-tokyo.ac.jp
Publikováno v:
Plant Methods. 3/7/2020, Vol. 16 Issue 1, p1-16. 16p.
Akademický článek
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