Zero‑shot Classification with Llama3-MS‑CLIP
Provide Sentinel-2 L2A tif files with all 12 bands and define the class names for running zero-shot classification. You can also use S-2 L1C files with 13 bands but the model might not work as well (e.g., misclassifing forests as sea because of the differrently scaled values). We provide three sets of example images with class names and cached outputs. The examples are from EuroSAT, Meter-ML, and TerraMesh (We downloaded S-2 L2A images for the same locations). The images are classified based on the similarity between the images embeddings and text embeddings. You find more information in the model card and the paper.