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rayford295/README.md

Hi there 👋, I'm Yifan Yang

Ph.D. student in Geography @ Texas A&M University

🌟 About Me

  • 🔭 I’m currently researching AI4Science, GeoAI, Spatial Data Science, and Autonomous GeoAI Science
  • 📚 I earned my Master's degree in Spatial Data Science from the University of Southern California
  • 🌎 I’m open to collaborations across domains: GIScience, AI, Computer Vision, disaster management...
  • 💬 Ask me about AI4Science, Remote Sensing, Multimodal Learning, or Disaster Resilience
  • ✨ Slogan: “Transcending the screen — making the real world our playground of intelligence.”
  • 📫 Reach me at: yyf999025@gmail.com

Yifan's Ph.D. Research Framework

🛠️ Tools & Tech Stack

Python R SQL Bash Jupyter PyTorch Transformers CLIP BLIP SAM Stable Diffusion TensorBoard ArcGIS QGIS Google Earth Engine Leaflet OpenStreetMap Mapillary Linux Colab VS Code

🌐 Let's Connect

✨ This profile README is auto-displayed from the rayford295/rayford295 special repo.

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  1. Sat2Street-DisasterGen Sat2Street-DisasterGen Public

    A multimodal generation framework that synthesizes realistic street-view imagery from satellite and remote-sensing inputs, designed for post-disaster assessment, urban resilience analysis, and cros…

    Python 1

  2. GeoAgent4Disaster GeoAgent4Disaster Public

    A Multi-Agent GeoAI Framework for Multimodal Disaster Perception, Restoration, Damage Recognition, and Reasoning

    Jupyter Notebook 2 1

  3. CLIP-Enhanced-4hurricane CLIP-Enhanced-4hurricane Public

    A CLIP-Enhanced Multimodal Arbitration Framework for Explainable Hurricane-Induced Damage Assessment from Street-View Imagery

    Python 1

  4. BiTemporal-StreetView-Damage BiTemporal-StreetView-Damage Public

    Hyperlocal disaster damage assessment using bi-temporal street-view imagery and pre-trained vision models

    Jupyter Notebook 2 1

  5. DisasterVLP DisasterVLP Public

    Yang, Y. and Zou, L.: Perceiving Multidimensional Disaster Damages from Street-View Images Using Visual-Language Models, Abstr. Int. Cartogr. Assoc., 10, 310, https://doi.org/10.5194/ica-abs-10-310…

    Jupyter Notebook 1 2

  6. GeoLocator GeoLocator Public

    Forked from gpts-privacy/demo-repository

    GeoLocator: A Location-Integrated Large Multimodal Model (LMM) for Inferring Geo-Privacy

    HTML 1