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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Roshan Umate

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Open access Jul 2026

Interpreting deep learning models for explainable animal detection using Grad-Cam with RetinaNet, SSD and YOLOv8

YOLOv8(n) is the best model for integrated animal detection, enhancing wildlife conservation, lowering agricultural loss, and improving human safety through the integration of YOLOv8(n), Raspberry Pi 5 edge computing, and GSM-based connectivity.

M. Patil, A. Madankar, Roshan Umate · 0 citations

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