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Alfaxad
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vector-100k

Tasks:
Visual Question Answering
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Modalities:
Image
Text
Geospatial
Formats:
json
Languages:
English
Size:
100K - 1M
Tags:
geospatial
remote-sensing
public-health
vector-borne-disease
sentinel-2
mapbox
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Datasets
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License:
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  1. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0002_label_positive_jitter_sidecar.json +149 -0
  2. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0003_label_positive_jitter_sidecar.json +149 -0
  3. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0004_label_positive_jitter_sidecar.json +149 -0
  4. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0005_label_positive_jitter_sidecar.json +149 -0
  5. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0008_label_positive_jitter_sidecar.json +149 -0
  6. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0009_label_positive_jitter_sidecar.json +149 -0
  7. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0010_label_positive_jitter_sidecar.json +149 -0
  8. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0011_label_positive_jitter_sidecar.json +149 -0
  9. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0012_label_positive_jitter_sidecar.json +149 -0
  10. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0016_label_positive_jitter_sidecar.json +149 -0
  11. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0017_label_positive_jitter_sidecar.json +149 -0
  12. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0019_label_positive_jitter_sidecar.json +149 -0
  13. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0020_label_positive_jitter_sidecar.json +149 -0
  14. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0021_label_positive_jitter_sidecar.json +149 -0
  15. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0024_label_positive_jitter_sidecar.json +149 -0
  16. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0026_label_positive_jitter_sidecar.json +149 -0
  17. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0027_label_positive_jitter_sidecar.json +149 -0
  18. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0032_label_positive_jitter_sidecar.json +149 -0
  19. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0033_label_positive_jitter_sidecar.json +149 -0
  20. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0034_label_positive_jitter_sidecar.json +149 -0
  21. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0035_label_positive_jitter_sidecar.json +149 -0
  22. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0036_label_positive_jitter_sidecar.json +149 -0
  23. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0038_label_positive_jitter_sidecar.json +149 -0
  24. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0039_label_positive_jitter_sidecar.json +149 -0
  25. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0040_label_positive_jitter_sidecar.json +149 -0
  26. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0041_label_positive_jitter_sidecar.json +149 -0
  27. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0045_label_positive_jitter_sidecar.json +149 -0
  28. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0046_label_positive_jitter_sidecar.json +149 -0
  29. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0047_label_positive_jitter_sidecar.json +149 -0
  30. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0052_label_positive_jitter_sidecar.json +149 -0
  31. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0053_label_positive_jitter_sidecar.json +149 -0
  32. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0054_label_positive_jitter_sidecar.json +149 -0
  33. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0055_label_positive_jitter_sidecar.json +149 -0
  34. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0057_label_positive_jitter_sidecar.json +149 -0
  35. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0058_label_positive_jitter_sidecar.json +149 -0
  36. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0059_label_positive_jitter_sidecar.json +149 -0
  37. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0061_label_positive_jitter_sidecar.json +149 -0
  38. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0062_label_positive_jitter_sidecar.json +149 -0
  39. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0063_label_positive_jitter_sidecar.json +149 -0
  40. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0064_label_positive_jitter_sidecar.json +149 -0
  41. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0065_label_positive_jitter_sidecar.json +149 -0
  42. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0068_label_positive_jitter_sidecar.json +149 -0
  43. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0069_label_positive_jitter_sidecar.json +149 -0
  44. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0070_label_positive_jitter_sidecar.json +149 -0
  45. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0071_label_positive_jitter_sidecar.json +149 -0
  46. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0073_label_positive_jitter_sidecar.json +149 -0
  47. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0076_label_positive_jitter_sidecar.json +149 -0
  48. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0077_label_positive_jitter_sidecar.json +149 -0
  49. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0078_label_positive_jitter_sidecar.json +149 -0
  50. sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0080_label_positive_jitter_sidecar.json +149 -0
sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0002_label_positive_jitter_sidecar.json ADDED
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+ {
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+ ],
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+ "path": "image_packets/mwanza_schistosomiasis/mwanza_schistosomiasis_s0002_label_positive_jitter_packet.png",
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+ "mapbox_metadata": "simsat_raw/mwanza_schistosomiasis/mwanza_schistosomiasis_s0002_label_positive_jitter/mapbox_metadata.json",
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+ "major_roads": "data/raw/osm/mwanza_tanzania/osm_major_roads_mwanza.overpass.json",
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+ "schools_waterpoints": "data/raw/osm/mwanza_tanzania/osm_schools_waterpoints_mwanza.overpass.json",
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+ },
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+ "labels": {
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+ ]
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+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
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sidecars/mwanza_schistosomiasis/mwanza_schistosomiasis_s0003_label_positive_jitter_sidecar.json ADDED
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+ {
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+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
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+ "run_id": "vectoros_vector_100k_simsat_20260506",
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+ "chip_id": "mwanza_schistosomiasis_s0003_label_positive_jitter",
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+ "split": "train",
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+ "disease_module": "schistosomiasis",
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+ "primary_disease": "schistosomiasis",
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+ "country": "Tanzania",
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+ "name": "Mwanza city/lakeshore, Tanzania",
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+ "timestamp": "2025-12-31T12:00:00Z",
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+ ],
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+ "image_packet": {
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+ "sentinel_rgb": "simsat_raw/mwanza_schistosomiasis/mwanza_schistosomiasis_s0003_label_positive_jitter/sentinel_rgb.png",
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+ "sentinel_bands": "simsat_raw/mwanza_schistosomiasis/mwanza_schistosomiasis_s0003_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
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+ "sentinel_metadata": "simsat_raw/mwanza_schistosomiasis/mwanza_schistosomiasis_s0003_label_positive_jitter/sentinel_metadata.json",
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+ "mapbox_satellite": "simsat_raw/mwanza_schistosomiasis/mwanza_schistosomiasis_s0003_label_positive_jitter/mapbox_satellite.png",
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+ "mapbox_metadata": "simsat_raw/mwanza_schistosomiasis/mwanza_schistosomiasis_s0003_label_positive_jitter/mapbox_metadata.json",
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+ "source_layers": {
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+ "population_worldpop": "data/raw/worldpop/mwanza_tanzania/mwanza_worldpop_2025_constrained_100m.tif",
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+ "jrc_gsw": {
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+ "seasonality": "data/raw/jrc_gsw/mwanza_tanzania/mwanza_gsw_seasonality_v1_4_2021.tif",
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+ "transitions": "data/raw/jrc_gsw/mwanza_tanzania/mwanza_gsw_transitions_v1_4_2021.tif",
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+ "extent": "data/raw/jrc_gsw/mwanza_tanzania/mwanza_gsw_extent_v1_4_2021.tif"
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+ },
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+ "osm": {
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+ "health_facilities": "data/raw/osm/mwanza_tanzania/osm_health_facilities_mwanza.overpass.json",
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+ "major_roads": "data/raw/osm/mwanza_tanzania/osm_major_roads_mwanza.overpass.json",
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+ "schools_waterpoints": "data/raw/osm/mwanza_tanzania/osm_schools_waterpoints_mwanza.overpass.json",
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+ "urban_landuse": "data/raw/osm/mwanza_tanzania/osm_urban_landuse_mwanza.overpass.json",
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+ "water_surface": "data/raw/osm/mwanza_tanzania/osm_water_surface_mwanza.overpass.json",
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+ "waterways": "data/raw/osm/mwanza_tanzania/osm_waterways_mwanza.overpass.json"
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+ },
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+ "labels": {
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+ "gbif_intermediate_host": [
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+ "data/raw/map_gbif/mwanza_tanzania/gbif_freshwater_snails_mwanza_occurrences.csv"
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+ ]
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+ }
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+ },
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+ "aoi_manifest": "data/manifests/mwanza_schistosomiasis_manifest.md",
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+ "simsat_provider_repo": "SimSat"
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+ },
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+ "sentinel_source": "sentinel-2c",
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+ "sampling_strategy": "label_positive_jitter",
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+ "valid_pixels": 80992,
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+ },
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+ "jrc_gsw_seasonality": {
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+ },
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+ "jrc_gsw_transitions": {
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+ },
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+ "jrc_gsw_extent": {
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+ }
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+ },
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+ "major_roads": 0,
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+ "schools_waterpoints": 0,
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+ "urban_landuse": 656,
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+ "water_surface": 0,
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+ "waterways": 0
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+ },
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+ "label_counts": {
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+ "disease_label": 0,
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+ "intermediate_host_label": 85,
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+ }
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+ },
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+ "label_quality": {
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+ "tier": "weak_label_positive",
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+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
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+ },
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+ "license_flags": {
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+ "mapbox_redistribution": "user_verified_for_project_use",
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+ "sentinel_2": "copernicus_sentinel_open_data",
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+ "open_data_layers": "source_specific_open_terms_apply",
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+ "weak_labels": "presence_and_survey_biased"
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+ "sample_type": "label_positive_jitter",
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+ "sampler_version": "stratified-v0.1"
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+ }
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+ }