A vision-language model interprets each photo along a hierarchical framework of human-nature interaction: the functional role of nature, who is present, how active they are, and whether the act of photographing is itself the interaction. Pick a photo to see the model resolve its labels — or try your own below.
Run the live HNI-VLM model hosted on Hugging Face. The first run may take a moment while the Space wakes up.