AgricAI Hub: Integrating Deep Learning Innovations to Empower Farmers
AgricAI Hub stands at the forefront of agricultural technology, offering a comprehensive platform designed to empower farmers through advanced deep learning capabilities. This integrated solution addresses various challenges encountered in agricultural operations. Using cuttingedge deep learning algorithms, AgricAI Hub excels in early detection of plant diseases with remarkable precision, achieving an accuracy rate of 97.94% across 20 different crops. This breakthrough enables swift identification and mitigation of crop threats, minimizing losses and optimizing yields. Additionally, AgricAI Hub supports farmers in optimizing agricultural practices through real time climate analysis, facilitating informed decisions on activities like harvesting and nutrient management. The platform includes a cropspecific fertilizer calculator that accurately determines nutrient requirements, promoting soil health and crop vitality. Multilingual support in Marathi, Hindi, Punjabi, and English ensures accessibility for diverse farming communities, enhancing adoption and impact. In summary, AgricAI Hub leverages deep learning to equip farmers with actionable insights and tools, driving innovation and sustainability in agriculture.
Authors
- Ashish Shrivastava (ORCID: https://orcid.org/0000-0002-2465-0708)
- Sourav Mondal (ORCID: https://orcid.org/0000-0002-4391-1520)
- Saurabh Pratap Singh Rathore (ORCID: https://orcid.org/0000-0002-8390-7569)
- Shweta Jaiswal (ORCID: https://orcid.org/0000-0002-2024-0744)
- R. Subalakshmi
- P. N. Pandey (ORCID: https://orcid.org/0000-0001-7466-7332)
Institutions
- Symbiosis International University (IN)
- Mangalayatan University (IN)
- Dr. C. V. Raman University (IN)
- Dhanalakshmi Srinivasan Group of Institutions (IN)
- Pandit Sundarlal Sharma Open University (IN)
Publication Details
- Published
- 2024-11-22
- DOI
- https://doi.org/10.1109/aece62803.2024.10911835
- Primary Topic
- Smart Agriculture and AI
- Type
- article
- Field-Weighted Citation Impact
- 0.00