HydroSphere: A Framework for Governed, Self-Healing Wastewater Infrastructure

Hi ML Community, I am excited to share our latest framework, AFP-GIC, officially published in IEEE Access (2026). We have released the deployment codebase and hosted an interactive visual playground. GitHub Repository: https://github.com/yifeipet/AFP_GIC Hugging Face Interactive Space: https://huggingface.co/spaces/yifeipet/AFP-GIC Paper on arXiv: https://arxiv.org/abs/2605.16817 The Bottlenecks We Solve At ultra-low bitrates, standard learned image codecs suffer from local distortion, while generative models often introduce unwanted AI hallucinations. AFP-GIC addresses this via an asymmetric Adaptive Fused Prior Transfer pipeline that enables prior-guided texture reconstruction without transmitting the fused prior itself. Key Technical Highlights (NVIDIA RTX 4090): Single-Model Multi-Rate