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Pannangi Naresh on Muck Rack

Pannangi Naresh

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Integrated design of an efficient multi spectral imaging and federated learning framework for precision crop disease diagnosis in low-resource farming communities

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By Tanvir Habib Sardar, T. Rajesh, praveen kulkarni, K. Raghavendar, J. S. V. R. S. Sastry, Pannangi Naresh, Amreen Ayesha, P. Namratha
| Nature Verified
Abstract Crop diseases pose significant challenges to productivity in resource-constrained settings, often remaining undiagnosed when diagnostic tools and infrastructure are either non-existent or inadequate. Current crop disease diagnosis relies on manual inspection methods that are labor-intensive, prone to error, and incapable of delivering real-time or region-specific insights in the process.
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