A newer version of the Gradio SDK is available: 6.24.0
metadata
title: HNIVision Demo
emoji: 🌳
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: 5.49.1
python_version: '3.11'
app_file: app.py
pinned: false
license: mit
short_description: Five vision methods for Human-Nature Interaction extraction
HNIVision Demo
Interactive demo for the HNIVision toolkit.
Runs 5 computer vision methods on social-media imagery and merges them into a unified 4-layer Human-Nature Interaction schema:
- Image labeling (Google Vision)
- Image classification (ResNet-50 fine-tuned on 7 HNI scenarios)
- Object detection (YOLO26-s)
- Image segmentation (SAM2 + SegFormer hybrid on ADE20K)
- Vision-LLM (GPT-4.1-mini)