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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

Author

Rahul Jain

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2 papers indexed here

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Review Oct 2026

Underwater Object Detection in the Deep Learning Era: Techniques, Benchmarks and Challenges

This structured literature review provides condition-specific model selection guidelines aligned with SDG 14 and identifies future research priorities including selfsupervised learning, sensor fusion, and lightweight AUV-optimised architectures.

Rahul Jain, Govind Murari Upadhyay, Geeta Chhabra Gandhi · 0 citations
Sep 2026

A Comprehensive Benchmark of Underwater Vision Enhancement Techniques for Sustainable Water Management Applications

Sustainable management of marine and freshwater environments requires effective monitoring. However, in underwater visual data acquisition, the effects of light attenuation and scattering vary with wavelength, degrading image quality. In this study, the latest underwater image enhancement algorithms were sys...

Rahul Jain, Geeta Chhabra Gandhi · 0 citations

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