bounding box
donut-all-w1056-h1408-docile-outside-table-bounding-boxdonut-all-w1056-h1408-docile-inside-table-bounding-boxqwen-bounding-box-trained3D-BoundingBox955_Yolo_-_Object_Detection_with_Bounding_Boxes_20250122-022727_aixblock955_Yolo_-_Object_Detection_with_Bounding_Boxes_20250122-022907_aixblock957_Yolo_-_Object_Detection_with_Bounding_Boxes_20250123-024123_aixblock957_Yolo_-_Object_Detection_with_Bounding_Boxes_20250123-024407_aixblock
sat-image-boundingbox-sft-full
NU-TONIC raw SFT Full
Satellite imagery and aligned land-cover outputs packaged as image–text rows for fine-tuning in SFT format. JSONL user prompts name the modality (satellite imagery vs. overhead context) where it matters.
Provenance
Locations: GeoGuessr-style POIs (source: stochastic/random_streetview_images_pano_v0.0.2)
Optical: Sentinel-2 multispectral optical COGs from a public STAC catalog, blue/green/red or visual preview, percentile-stretched to uint8.
Labels:… See the full description on the dataset page: https://huggingface.co/datasets/NuTonic/sat-image-boundingbox-sft-full.ev_lora_datasetsat-image-boundingbox-sft
NU-TONIC raw SFT init
Satellite imagery and aligned land-cover outputs packaged as image–text rows for fine-tuning LFM-VL (leap-finetune vlm_sft format). JSONL user prompts name the modality (satellite imagery vs. overhead context) where it matters.
Provenance
Locations: GeoGuessr-style POIs (default HF source: stochastic/random_streetview_images_pano_v0.0.2) via download_geoguessr_poi_imagery.py.
Optical: multispectral optical COGs from a public STAC catalog… See the full description on the dataset page: https://huggingface.co/datasets/NuTonic/sat-image-boundingbox-sft.sat-image-boundingbox-sft-full
NU-TONIC raw SFT Full
Satellite imagery and aligned land-cover outputs packaged as image–text rows for fine-tuning in SFT format. JSONL user prompts name the modality (satellite imagery vs. overhead context) where it matters.
Provenance
Locations: GeoGuessr-style POIs (source: stochastic/random_streetview_images_pano_v0.0.2)
Optical: Sentinel-2 multispectral optical COGs from a public STAC catalog, blue/green/red or visual preview, percentile-stretched to uint8.
Labels:… See the full description on the dataset page: https://huggingface.co/datasets/PEBE691445/sat-image-boundingbox-sft-full.malaria-bounding-boxessat-image-boundingbox-sft-large
