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Apex Student Chapter Spotlights: Automated Crop Pathology Detection on Edge Microcontrollers
Student Innovations October 01, 2026 Dr. Ramesh Kumar 416 Views

Apex Student Chapter Spotlights: Automated Crop Pathology Detection on Edge Microcontrollers

How student members compressed MobileNetV3 to run inference under 30mW on low-cost agricultural sensors.

Student innovators from the Apex Institute of Technology AICDS Chapter deployed a solar-powered field station identifying early leaf blight in tomato crops. Using post-training INT8 quantization and hardware-accelerated DSP routines, the system operates completely offline without needing cellular broadband connectivity.

Dr. Ramesh Kumar
Associate Professor, AI & DS

Contributing insights on computational theory, scalable vector indexing, and ethical machine learning architectures.

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The Association for Intelligent Computing and Data Science (AICDS) is a premier professional and academic body committed to advancing artificial intelligence, cognitive computing, and data intelligence through collaborative research, active student chapters, faculty development, and industry synergy.

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