Edge AI: Processing Intelligence at the Source

Moving heavy inference tasks to the edge reduces bandwidth and improves privacy. We explore quantization (INT8/FP16), model pruning, and the role of specialized NPUs in modern IoT hardware. Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here Detailed technical elaboration goes here