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Hugging Face preview scope

The HF dataset viewer exposes 10 verified examples per stored view, in explicitly named *_preview configs and a preview split. These are not the full training split. Select a config to inspect original images, separate box overlays, full grouped queries, xyxy boxes on the 0–1000 grid, and record IDs. No annotations are truncated in the files. DOTA v1 and full v2 previews are alternatives, not additions to the default training mixture.

The complete LocateAnything/Energon training data remains in metadataset.yaml, datasets/*/views/*/records.jsonl and media/. The preview Parquets do not replace it.

Elliot aerial boxes — review release v1

Default training selection

DOTA 1.5 replaces v1.0. Only DOTA v2 images absent from v1.5 are added. Shared-image annotations are not unioned. Selection is by upstream P-image ID, not byte hashes. iSAID/DOTA overlap remains unresolved.

Default loader: 17,534 records / 1,671,848 boxes. Not a globally deduplicated collection.

Source Records Boxes Downloadable HTML viewer Exact examples
carpk 989 42,274 Open Markdown
dior 4,306 27,220 Open Markdown
dota 1,410 210,631 Open Markdown
fair1m 1,732 82,938 Open Markdown
isaid 1,411 354,789 Open Markdown
visdrone_det 6,471 344,737 Open Markdown
xview 846 601,718 Open Markdown
dota_v2_additional 369 7,541 Open Markdown

Alternatives — excluded from the default loader

Original exports preserved for comparison. Do not add these on top of the default mix.

Source Records Boxes Downloadable HTML viewer Exact examples
dota_v1 1,409 98,990 Open Markdown
dota_v2 1,635 158,528 Open Markdown

Loading

Install megatron-energon==7.4.0 and Pillow.

python /path/to/release/examples/read_energon.py /path/to/release/metadataset.yaml --samples 8

Self-contained LocateAnything JSONL/indexed-TAR layout. Per-source metadataset.yaml files remain available.

What is not claimed

No global deduplication, license/redistribution clearance, leakage clearance, full semantic audit or polygon export. Original media archives, including alternatives, remain in this package; this selection does not shrink archive storage. HF renders Markdown examples; download viewer.html with samples/ for interaction. HTML viewer files do not run inside the dataset file browser.

Public package metadata

Internal filesystem paths and operational receipts are omitted. Source record IDs, original annotation filenames, queries, coordinates and image associations are retained. All loading paths are relative. The dataset card and example pages contain no external viewer links.

This is a metadata privacy cleanup, not an audit or removal of embedded image metadata. Redistribution permissions and cross-source leakage are not certified by this export.

CARPK aerial car counting

989 training images / 42,274 car boxes, moved from the incorrectly named pointing group. Included in the default aerial loader. No point conversion or image re-encoding.

10 annotated examples · Downloadable viewer

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