Maritime SFT samples from Sentinel-2. The pipeline searches a temporal STAC pair (for robust scene choice / metadata) but each training row uses a single post-scene RGB chip per tile. NDWI defines water; bright targets on water suggest vessel candidates. Each tile has a maritime caption row and, when detections exist, a grounding row.