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{
  "schema_version": "1.0.0",
  "reviewed_on": "2026-10-22",
  "status": "source_downloads_complete_corpus_rebuilt_validation_and_visual_inspection_pending",
  "training_ready": false,
  "downloaded_image_count": 1098,
  "policy": {
    "user_scope": "Allow all kinds of datasets",
    "interpretation": "Consider restricted and unrestricted sources; this is not a waiver of source terms.",
    "provisional_peak_disk_budget_bytes": 20000000000,
    "budget_confirmed": true,
    "unknown_value": "null means not verified, not zero",
    "license_groups": [
      "commercial_compatible",
      "academic_only",
      "review_required"
    ],
    "redistribution": "No blanket redistribution permission; preserve per-source and per-image terms.",
    "automatic_download_gate": "Verify license, intended-use compatibility, file sizes, extraction overhead and source identity first.",
    "geographic_split_gate": "Scene identity alone does not prove geographic separation; missing location evidence must be reported.",
    "counts": "Candidate counts describe published datasets, not a downloaded or validated corpus.",
    "annotation_quality": "Publisher descriptions are not a substitute for visual inspection of downloaded samples."
  },
  "sources": [
    {
      "id": "dota",
      "name": "DOTA",
      "official_url": "https://captain-whu.github.io/DOTA/dataset.html",
      "evidence_urls": [
        "https://captain-whu.github.io/DOTA/index.html",
        "https://captain-whu.github.io/DOTA/dataset.html",
        "https://raw.githubusercontent.com/torchgeo/torchgeo/main/torchgeo/datasets/dota.py"
      ],
      "version": "v1.5 annotations with shared v1.0 images, original validation release",
      "decision": "selected_academic_only",
      "license": "Official custom academic-only terms; commercial use prohibited; Google Earth imagery terms also apply.",
      "license_group": "academic_only",
      "redistribution_restrictions": "Do not distribute as an unrestricted combined dataset; verify applicable imagery and annotation terms.",
      "downloaded_files": [
        {
          "path": "raw/dotav1.5_annotations_val.tar.gz",
          "bytes": 1216056,
          "sha256": "d9a5c8412f0094fcba088c8b41e1f214e5dbc22da415beba32289d6b9f32e2a5",
          "verified": true
        },
        {
          "path": "raw/dotav1.0_images_val.tar.gz",
          "bytes": 3331270337,
          "sha256": "f7ab9c570b3aba66d07d6ec91801f76c840fde2ffc12b4f8efa02c90aeb32c83",
          "verified": true
        }
      ],
      "checksum": "SHA256 verified against pinned TorchGeo-referenced mirror",
      "image_count": {
        "v1_image_family": 2806,
        "scope": "same images as iSAID; includes challenge test images"
      },
      "annotation_count": {
        "selected_archive_scenes": 458,
        "mapped_instances_before_selection_and_quality_filter": {
          "vehicle": 43337,
          "aircraft": 2628,
          "vessel": 10765,
          "large_vehicle": 5139,
          "storage_tank": 2940,
          "bridge": 466
        }
      },
      "image_resolution_px": {
        "published_min": [
          800,
          800
        ],
        "published_max": [
          20000,
          20000
        ]
      },
      "gsd_m": null,
      "gsd_notes": "Per-image metadata may contain GSD or None; do not infer a constant.",
      "annotation_format": "Text: four ordered vertices, category, difficult flag; derived horizontal boxes only.",
      "original_classes": [
        "plane",
        "ship",
        "storage-tank",
        "baseball-diamond",
        "tennis-court",
        "basketball-court",
        "ground-track-field",
        "harbor",
        "bridge",
        "large-vehicle",
        "small-vehicle",
        "helicopter",
        "roundabout",
        "soccer-ball-field",
        "swimming-pool",
        "container-crane",
        "airport",
        "helipad"
      ],
      "class_version_notes": "First 15 classes in v1.0; container-crane added in v1.5; airport and helipad added in v2.0.",
      "mapped_classes": {
        "plane": "aircraft",
        "helicopter": "aircraft",
        "ship": "vessel",
        "storage-tank": "storage_tank",
        "bridge": "bridge",
        "large-vehicle": "large_vehicle",
        "small-vehicle": "vehicle"
      },
      "download_size_bytes": 3332486393,
      "geographic_diversity": "Mixed Google Earth, Chinese GF-2/JL-1 satellite imagery and CycloMedia aerial imagery; exact geolocation coverage not established.",
      "annotation_quality": "Expert quadrilateral annotations, difficult flags; older and newer versions differ on small objects.",
      "notes": [
        "Not every image is RGB: exclude panchromatic/grayscale imagery from the initial RGB corpus.",
        "iSAID uses the same v1.0 image family; share image storage and split identity across tasks.",
        "Do not mix annotation versions on the same image or treat versions as independent data.",
        "TorchGeo provides pinned mirror paths and SHA256 values, but its code license does not relicense DOTA.",
        "Public challenge test labels must not be assumed available.",
        "Downloaded validation annotation counts are measured; these are not final retained training counts."
      ]
    },
    {
      "id": "isaid",
      "name": "iSAID",
      "official_url": "https://captain-whu.github.io/iSAID/dataset.html",
      "evidence_urls": [
        "https://captain-whu.github.io/iSAID/index.html",
        "https://captain-whu.github.io/iSAID/dataset.html"
      ],
      "version": "2019 release",
      "decision": "optional_labels_for_dota_images",
      "license": "Academic purposes only; commercial use prohibited; Google Earth terms apply.",
      "license_group": "academic_only",
      "redistribution_restrictions": "Same image restrictions as DOTA; annotation license remains academic-only.",
      "downloaded_files": [],
      "checksum": null,
      "image_count": 2806,
      "annotation_count": {
        "instances": 655451
      },
      "image_resolution_px": "Same source image family as DOTA v1.0",
      "gsd_m": null,
      "annotation_format": "Pixel-level instance/class labels and COCO-style annotations; verify archive encoding before conversion.",
      "original_classes": [
        "plane",
        "ship",
        "storage tank",
        "baseball diamond",
        "tennis court",
        "basketball court",
        "ground track field",
        "harbor",
        "bridge",
        "large vehicle",
        "small vehicle",
        "helicopter",
        "roundabout",
        "soccer ball field",
        "swimming pool"
      ],
      "mapped_classes": {
        "plane": "aircraft",
        "helicopter": "aircraft",
        "ship": "vessel",
        "storage tank": "storage_tank",
        "bridge": "bridge",
        "large vehicle": "large_vehicle",
        "small vehicle": "vehicle"
      },
      "download_size_bytes": null,
      "geographic_diversity": "Not independent of DOTA; identical source imagery.",
      "annotation_quality": "Publisher reports professional annotations cross-checked by experts; small objects remain ambiguous.",
      "notes": [
        "Not a land-cover dataset: unannotated background must not become building, water or vegetation.",
        "Acquire labels only if DOTA imagery is already present.",
        "Preserve trustworthy instance masks; do not replace them with filled detection boxes."
      ]
    },
    {
      "id": "dior",
      "name": "DIOR",
      "official_url": "https://www.escience.cn/people/gongcheng/DIOR.html",
      "evidence_urls": [
        "https://arxiv.org/abs/1909.00133",
        "https://docs.torchgeo.org/en/stable/api/datasets/dior.html",
        "https://docs.torchgeo.org/en/stable/api/datasets.html"
      ],
      "version": "Original horizontal-box release",
      "decision": "defer_pending_primary_license_and_geography",
      "license": "TorchGeo lists CC-BY-NC-4.0; primary dataset site was inaccessible during review.",
      "license_group": "review_required",
      "redistribution_restrictions": "Do not infer permission from an adapter or mirror.",
      "downloaded_files": [],
      "checksum": null,
      "image_count": 23463,
      "annotation_count": {
        "instances": 192472
      },
      "image_resolution_px": [
        800,
        800
      ],
      "gsd_m": null,
      "gsd_notes": "Paper describes varying spatial resolutions; TorchGeo's summary value is insufficient to assign a universal GSD.",
      "annotation_format": "Pascal VOC XML horizontal bounding boxes, RGB JPEG imagery.",
      "original_classes": [
        "Airplane",
        "Airport",
        "Baseball Field",
        "Basketball Court",
        "Bridge",
        "Chimney",
        "Dam",
        "Expressway Service Area",
        "Expressway Toll Station",
        "Golf Field",
        "Ground Track Field",
        "Harbor",
        "Overpass",
        "Ship",
        "Stadium",
        "Storage Tank",
        "Tennis Court",
        "Train Station",
        "Vehicle",
        "Windmill"
      ],
      "mapped_classes": {
        "Airplane": "aircraft",
        "Bridge": "bridge",
        "Overpass": "bridge",
        "Ship": "vessel",
        "Storage Tank": "storage_tank",
        "Vehicle": "vehicle"
      },
      "download_size_bytes": null,
      "geographic_diversity": "Google Earth scenes with varied weather, seasons and imaging conditions; original-location identifiers need verification.",
      "annotation_quality": "Manually labeled horizontal boxes; no trustworthy object orientation should be invented.",
      "notes": [
        "Train Station is not railway; Harbor is not vessel; Airport is not aircraft.",
        "Keep 800-pixel images at native resolution; padding is allowed, artificial detail is not.",
        "Vehicle is a broad source class and may overlap large_vehicle semantics; require source-aware class supervision."
      ]
    },
    {
      "id": "xview",
      "name": "xView",
      "official_url": "https://xviewdataset.org/",
      "evidence_urls": [
        "https://arxiv.org/abs/1802.07856",
        "https://github.com/DIUx-xView/xView1_baseline",
        "https://raw.githubusercontent.com/DIUx-xView/xView1_baseline/master/xview_class_labels.txt",
        "https://xviewdataset.org/terms.html"
      ],
      "version": "2018",
      "decision": "deferred_access_and_storage_constraints",
      "license": "CC-BY-NC-SA-4.0, explicitly stated in official terms section 5.1",
      "license_group": "academic_only",
      "redistribution_restrictions": "Attribution, noncommercial and share-alike restrictions apply.",
      "downloaded_files": [],
      "checksum": null,
      "image_count": null,
      "annotation_count": {
        "published_lower_bound_instances": 1000000,
        "exact_count": null
      },
      "image_resolution_px": null,
      "gsd_m": 0.3,
      "annotation_format": "GeoJSON labels with pixel boxes; WorldView-3 TIFF imagery.",
      "original_classes": [
        "Fixed-wing Aircraft",
        "Small Aircraft",
        "Passenger/Cargo Plane",
        "Helicopter",
        "Passenger Vehicle",
        "Small Car",
        "Bus",
        "Pickup Truck",
        "Utility Truck",
        "Truck",
        "Cargo Truck",
        "Truck Tractor w/ Box Trailer",
        "Truck Tractor",
        "Trailer",
        "Truck Tractor w/ Flatbed Trailer",
        "Truck Tractor w/ Liquid Tank",
        "Crane Truck",
        "Railway Vehicle",
        "Passenger Car",
        "Cargo/Container Car",
        "Flat Car",
        "Tank car",
        "Locomotive",
        "Maritime Vessel",
        "Motorboat",
        "Sailboat",
        "Tugboat",
        "Barge",
        "Fishing Vessel",
        "Ferry",
        "Yacht",
        "Container Ship",
        "Oil Tanker",
        "Engineering Vehicle",
        "Tower crane",
        "Container Crane",
        "Reach Stacker",
        "Straddle Carrier",
        "Mobile Crane",
        "Dump Truck",
        "Haul Truck",
        "Scraper/Tractor",
        "Front loader/Bulldozer",
        "Excavator",
        "Cement Mixer",
        "Ground Grader",
        "Hut/Tent",
        "Shed",
        "Building",
        "Aircraft Hangar",
        "Damaged Building",
        "Facility",
        "Construction Site",
        "Vehicle Lot",
        "Helipad",
        "Storage Tank",
        "Shipping container lot",
        "Shipping Container",
        "Pylon",
        "Tower"
      ],
      "mapped_classes": {
        "Fixed-wing Aircraft": "aircraft",
        "Small Aircraft": "aircraft",
        "Passenger/Cargo Plane": "aircraft",
        "Helicopter": "aircraft",
        "Passenger Vehicle": "vehicle",
        "Small Car": "vehicle",
        "Pickup Truck": "vehicle",
        "Bus": "large_vehicle",
        "Cargo Truck": "large_vehicle",
        "Truck Tractor w/ Box Trailer": "large_vehicle",
        "Truck Tractor w/ Flatbed Trailer": "large_vehicle",
        "Truck Tractor w/ Liquid Tank": "large_vehicle",
        "Crane Truck": "large_vehicle",
        "Maritime Vessel": "vessel",
        "Motorboat": "vessel",
        "Sailboat": "vessel",
        "Tugboat": "vessel",
        "Barge": "vessel",
        "Fishing Vessel": "vessel",
        "Ferry": "vessel",
        "Yacht": "vessel",
        "Container Ship": "vessel",
        "Oil Tanker": "vessel",
        "Shed": "building",
        "Building": "building",
        "Aircraft Hangar": "building",
        "Construction Site": "construction",
        "Storage Tank": "storage_tank"
      },
      "download_size_bytes": null,
      "geographic_diversity": "More than 1400 square km; WorldView-3. Exact country and region inventory pending.",
      "annotation_quality": "Paper describes three quality-control stages; broad source categories still require semantic review.",
      "notes": [
        "Passenger Car here is a railway carriage, not an automobile.",
        "Railway Vehicle and locomotives are not railway infrastructure.",
        "Vehicle Lot may include storage/sales lots; do not automatically call every lot parking_area.",
        "Hut/Tent mixes permanent and temporary structures; leave unmapped unless disambiguated.",
        "Damaged Building may be demolished; do not silently relabel every remnant as an intact building.",
        "Keep ambiguous machinery, facilities and generic truck classes unmapped pending class-definition review.",
        "Never download pretrained baseline models: only imagery, labels and necessary metadata are in scope."
      ]
    },
    {
      "id": "spacenet",
      "name": "SpaceNet",
      "official_url": "https://spacenet.ai/datasets/",
      "evidence_urls": [
        "https://spacenet.ai/datasets/",
        "https://spacenet.ai/spacenet-buildings-dataset-v2/"
      ],
      "version": "Catalog reviewed; SN2 building subset considered",
      "decision": "selective_rgb_subset_only",
      "license": "Per-release licenses; exact SN2 license link still requires verification.",
      "license_group": "review_required",
      "redistribution_restrictions": "Preserve the selected AOI/release license; no catalog-wide license assumption.",
      "downloaded_files": [],
      "checksum": null,
      "image_count": null,
      "annotation_count": {
        "sn2_published_aoi_building_polygons": {
          "vegas": 151367,
          "paris": 23816,
          "shanghai": 92015,
          "khartoum": 35503
        }
      },
      "image_resolution_px": null,
      "gsd_m": null,
      "annotation_format": "Geospatial building polygons and release-specific imagery; roads in other releases may be centerlines, not pixel masks.",
      "original_classes": [
        "building"
      ],
      "mapped_classes": {
        "building": "building"
      },
      "download_size_bytes": null,
      "published_train_archive_sizes_gb": {
        "vegas": 23,
        "paris": 5.3,
        "shanghai": 23.4,
        "khartoum": 4.7
      },
      "geographic_diversity": "SN2: Las Vegas, Paris, Shanghai, Khartoum; other SpaceNet releases cover additional AOIs.",
      "annotation_quality": "Published building-labeling guidelines; verify geospatial transforms and polygon/raster alignment.",
      "notes": [
        "Do not download all multispectral/PAN products when only RGB is needed.",
        "SN2 web page mixes a five-AOI headline with a four-AOI table; retain scoped counts, not a misleading aggregate.",
        "DeepGlobe building data reuses SpaceNet.",
        "Do not buffer road centerlines into allegedly authoritative road segmentation masks."
      ]
    },
    {
      "id": "loveda",
      "name": "LoveDA",
      "official_url": "https://github.com/Junjue-Wang/LoveDA",
      "evidence_urls": [
        "https://github.com/Junjue-Wang/LoveDA",
        "https://zenodo.org/records/5706578"
      ],
      "version": "v1, Zenodo 5706578",
      "decision": "candidate_academic_only_with_geographic_grouping_review",
      "license": "CC-BY-NC-SA-4.0 plus academic-only and Google Earth usage conditions.",
      "license_group": "academic_only",
      "redistribution_restrictions": "Attribution, noncommercial, share-alike and imagery conditions; no unrestricted redistribution.",
      "downloaded_files": [],
      "checksum": null,
      "available_files": [
        {
          "name": "Train.zip",
          "published_size_gb": 4.0,
          "md5": "de2b196043ed9b4af1690b3f9a7d558f",
          "url": "https://zenodo.org/records/5706578/files/Train.zip?download=1"
        },
        {
          "name": "Val.zip",
          "published_size_gb": 2.4,
          "md5": "84cae2577468ff0b5386758bb386d31d",
          "url": "https://zenodo.org/records/5706578/files/Val.zip?download=1"
        },
        {
          "name": "Test.zip",
          "published_size_gb": 3.1,
          "md5": "a489be0090465e01fb067795d24e6b47",
          "url": "https://zenodo.org/records/5706578/files/Test.zip?download=1"
        }
      ],
      "image_count": 5987,
      "annotation_count": null,
      "image_resolution_px": [
        1024,
        1024
      ],
      "gsd_m": 0.3,
      "annotation_format": "RGB images with indexed semantic masks; no-data=0 and source classes=1..7.",
      "original_classes": [
        "background",
        "building",
        "road",
        "water",
        "barren",
        "forest",
        "agriculture"
      ],
      "mapped_classes": {
        "building": "building",
        "road": "road",
        "water": "water",
        "barren": "bare_ground",
        "forest": "vegetation",
        "agriculture": "agricultural_area"
      },
      "download_size_bytes": null,
      "geographic_diversity": "Nanjing, Changzhou and Wuhan, China; urban/rural domains.",
      "annotation_quality": "Manual land-cover labels; heterogeneous background and no-data require distinct handling.",
      "notes": [
        "Map both no-data and heterogeneous background to ignore for canonical land-cover supervision, not developed_area.",
        "Do not download challenge test imagery as if it came with ground truth.",
        "Official split names alone do not prove geographic separation; recover region/parent metadata before claiming compliance.",
        "Avoid redundant same-size retiling or resizing.",
        "2026 repository links EarthVL as a global extension."
      ]
    },
    {
      "id": "deepglobe",
      "name": "DeepGlobe",
      "official_url": "http://deepglobe.org/challenge.html",
      "evidence_urls": [
        "http://deepglobe.org/challenge.html",
        "https://arxiv.org/abs/1805.06561",
        "https://arxiv.org/html/1805.06561v1"
      ],
      "version": "2018 challenge",
      "decision": "defer_license_and_parent_scene_review",
      "license": null,
      "license_group": "review_required",
      "redistribution_restrictions": "Must check track-specific imagery and annotation terms; public challenge status is not a license.",
      "downloaded_files": [],
      "checksum": null,
      "image_count": null,
      "annotation_count": null,
      "image_resolution_px": null,
      "gsd_m": {
        "road": 0.5,
        "building": null,
        "land_cover": null
      },
      "annotation_format": "Separate road binary masks, SpaceNet building polygons, and land-cover semantic masks.",
      "original_classes": [
        "road",
        "building",
        "urban",
        "agriculture",
        "rangeland",
        "forest",
        "water",
        "barren",
        "unknown"
      ],
      "mapped_classes": {
        "road": "road",
        "building": "building",
        "agriculture": "agricultural_area",
        "rangeland": "vegetation",
        "forest": "vegetation",
        "water": "water",
        "barren": "bare_ground"
      },
      "download_size_bytes": null,
      "geographic_diversity": "Road imagery covers Thailand, Indonesia and India; other track coverage must be separately inventoried.",
      "annotation_quality": "GIS-expert road labels are pixel footprints, not only centerlines; land-cover coarse-label compatibility requires inspection.",
      "notes": [
        "Building track is reused SpaceNet, not an independent geographic source.",
        "Urban may include buildings and roads, unlike a residual developed-space class; do not merge without compatible supervision.",
        "Retain unknown as ignore.",
        "Counts, archive sizes and primary license not yet verified."
      ]
    },
    {
      "id": "xbd",
      "name": "xBD",
      "official_url": "https://xview2.org/dataset",
      "evidence_urls": [
        "https://github.com/DIUx-xView/xView2_baseline",
        "https://openaccess.thecvf.com/content_CVPRW_2019/html/cv4gc/Gupta_Creating_xBD_A_Dataset_for_Assessing_Building_Damage_from_Satellite_CVPRW_2019_paper.html",
        "https://open-earth-map.org/overview_oem.html"
      ],
      "version": "Release must be pinned; preliminary paper and later inventories differ",
      "decision": "defer_redundant_buildings_and_access_requirements",
      "license": null,
      "license_group": "review_required",
      "redistribution_restrictions": "Check dataset-specific terms through official access flow; baseline BSD license applies to software, not imagery.",
      "downloaded_files": [],
      "checksum": null,
      "image_count": null,
      "annotation_count": {
        "preliminary_paper_approximate_buildings": 700000,
        "later_oem_comparison_buildings": 850736
      },
      "image_resolution_px": null,
      "gsd_m": {
        "oem_comparison": 0.5
      },
      "annotation_format": "Pre/post RGB imagery with building polygons and damage labels in JSON; exact release schema pending.",
      "original_classes": null,
      "mapped_classes": {
        "building_pre_event": "building"
      },
      "download_size_bytes": null,
      "historical_baseline_size_gb": {
        "compressed": 10,
        "uncompressed": 11,
        "warning": "Historical challenge subset estimate, not a verified current full-release size."
      },
      "geographic_diversity": "15 countries in the preliminary paper; multi-event disaster imagery.",
      "annotation_quality": "Post-event labels can use transposed pre-event polygons; destroyed structures are not reliable intact-building positives.",
      "notes": [
        "Prefer pre-event building imagery for this objective.",
        "Group all pre/post versions and disaster/location identities into one split.",
        "Shares imagery with OpenEarthMap.",
        "Do not expand this task into damage or operational target classification."
      ]
    },
    {
      "id": "openearthmap",
      "name": "OpenEarthMap",
      "official_url": "https://open-earth-map.org/",
      "evidence_urls": [
        "https://open-earth-map.org/overview_oem.html",
        "https://open-earth-map.org/attribution.html",
        "https://arxiv.org/abs/2210.10732"
      ],
      "version": "Original RGB land-cover benchmark, WACV 2023",
      "decision": "selected_400_region_balanced_pairs_with_explicit_image_terms",
      "license": "Labels inherit source RGB license; labels for public-domain or unspecified-license imagery are CC-BY-NC-SA-4.0.",
      "license_group": "review_required",
      "redistribution_restrictions": "Per-region attribution/license required. This is not one universally permissive dataset.",
      "downloaded_files": [
        {
          "archive_member": "OpenEarthMap_wo_xBD/aachen/images/aachen_13.tif",
          "path": "raw\\openearthmap\\aachen\\images\\aachen_13.tif",
          "bytes": 3003372,
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          "path": "raw\\openearthmap\\aachen\\images\\aachen_15.tif",
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      "annotation_quality": "Detailed 19-class labels; challenge remaps classes above 12 into one class, which loses semantics.",
      "notes": [
        "Use original 19-class masks, not collapsed challenge masks for canonical mapping.",
        "Impervious surface includes more than residual developed_area; leave mapping pending semantic review.",
        "Do not upscale 512-pixel patches to pretend to add information.",
        "Full download exceeds the approved budget; toy subset is for converter validation, not a sufficient training corpus.",
        "FLAIR-HUB official 2026 page reports 241100 patches, 74 French departments, 63.2 billion annotated pixels and about 750 GB; deferred as excessive and predominantly multimodal for this RGB-first task.",
        "The official Hugging Face distribution offers per-department ZIPs, allowing a future bounded subset."
      ]
    },
    {
      "id": "earthvl",
      "name": "EarthVL",
      "official_url": "https://github.com/Junjue-Wang/EarthVL",
      "evidence_urls": [
        "https://github.com/Junjue-Wang/EarthVL",
        "https://github.com/Junjue-Wang/LoveDA"
      ],
      "version": "2026 release announcement",
      "decision": "defer_until_pixel_label_and_license_evidence",
      "license": null,
      "license_group": "review_required",
      "redistribution_restrictions": "Unverified; do not infer LoveDA's or repository software terms.",
      "downloaded_files": [],
      "checksum": null,
      "image_count": null,
      "annotation_count": null,
      "image_resolution_px": null,
      "gsd_m": null,
      "annotation_format": null,
      "original_classes": null,
      "mapped_classes": {},
      "download_size_bytes": null,
      "geographic_diversity": "LoveDA maintainers describe a global extension; exact coverage not verified.",
      "annotation_quality": "Not assessed; vision-language annotations alone do not satisfy detection/segmentation needs.",
      "notes": [
        "Discovered through the official LoveDA 2026 update.",
        "Newer is not automatically more useful; only add if trustworthy boxes/pixel labels improve coverage per GB."
      ]
    },
    {
      "id": "torchgeo",
      "name": "TorchGeo dataset catalog",
      "official_url": "https://docs.torchgeo.org/en/stable/api/datasets.html",
      "evidence_urls": [
        "https://docs.torchgeo.org/en/stable/api/datasets.html"
      ],
      "version": "Stable documentation retrieved 2026-10-22",
      "decision": "discovery_and_loader_reference_not_an_image_source",
      "license": "Dataset licenses vary independently of TorchGeo software.",
      "license_group": "review_required",
      "redistribution_restrictions": "Check original dataset licenses.",
      "downloaded_files": [],
      "checksum": null,
      "image_count": null,
      "annotation_count": null,
      "image_resolution_px": null,
      "gsd_m": null,
      "annotation_format": "Dataset-specific adapters; GeoDataset and NonGeoDataset have different spatial guarantees.",
      "original_classes": [],
      "mapped_classes": {},
      "download_size_bytes": null,
      "geographic_diversity": "Catalog-wide, not an independent corpus.",
      "annotation_quality": "Adapters help with encodings and checksums but do not prove annotation quality or geographic independence.",
      "notes": [
        "Reviewed DIOR and DOTA adapter documentation/source and the stable catalog.",
        "Additional leads: DFC2022 RGB semantic labels, DLRSD, Chesapeake land cover, Landcover.ai.",
        "Do not download all supported datasets or install PyTorch merely to inspect metadata.",
        "Catalog summaries may simplify or conflict with primary documentation; primary dataset terms take precedence."
      ]
    }
  ],
  "open_research_items": [
    "Verify per-release download bytes and peak raw/archive/derived storage before source selection.",
    "Verify xView current download access and xBD release-specific terms, exact counts and endpoints.",
    "Recover primary DIOR license and geographic grouping metadata.",
    "Verify OpenEarthMap region attribution, actual file manifest, mask encoding and grouping.",
    "Verify SpaceNet selected-release primary data-license link if adding it independently.",
    "Finish DeepGlobe per-track count/license review.",
    "Landcover.ai imagery is represented through explicitly licensed OpenEarthMap regions; independent acquisition is unnecessary for the first subset.",
    "DOTA archives are downloaded and verified; derived corpus and visual validation remain pending."
  ]
}
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Xet hash:: 470383a4ad78dd868de58c63b4bed231885aaf2cb0291279b168a8e5c78aa8e7
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