Find brick kilns.
By words or examples.

Explore an ESRI imagery similarity heatmap, inspect ranked candidates, and compare retrieval across regions using EmbeddingGemma 2.

Open password-protected app ↗

Use the username and password shared with you privately.

• Text → image and image → image search
• Click any result to add positive or negative examples
• Similarity heatmaps, ranked images and CSV exports
• ESRI XYZ by default; separate regional evaluation on Sentinel-2

The full app and model run on a lab server. This Hugging Face Space is its entry page. The HTTPS relay advertises a one-week lifetime from 16 October 2026. Application and relay run as separate supervised services. Similarity candidates are unreviewed; they are not confirmed kiln counts.