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Add dataset configs and COCO export tool

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  1. README.md +115 -0
  2. data/configs/zone_10a__ood_zone_10b/id_test-00000.parquet +3 -0
  3. data/configs/zone_10a__ood_zone_10b/ood_test-00000.parquet +3 -0
  4. data/configs/zone_10a__ood_zone_10b/ood_test-00001.parquet +3 -0
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  6. data/configs/zone_10a__ood_zone_10b/ood_test-00003.parquet +3 -0
  7. data/configs/zone_10a__ood_zone_10b/train-00000.parquet +3 -0
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  10. data/configs/zone_10a__ood_zone_10b/train-00003.parquet +3 -0
  11. data/configs/zone_10a__ood_zone_6a/id_test-00000.parquet +3 -0
  12. data/configs/zone_10a__ood_zone_6a/ood_test-00000.parquet +3 -0
  13. data/configs/zone_10a__ood_zone_6a/ood_test-00001.parquet +3 -0
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  16. data/configs/zone_10a__ood_zone_6a/ood_test-00004.parquet +3 -0
  17. data/configs/zone_10a__ood_zone_6a/train-00000.parquet +3 -0
  18. data/configs/zone_10a__ood_zone_6a/train-00001.parquet +3 -0
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  20. data/configs/zone_10a__ood_zone_6a/train-00003.parquet +3 -0
  21. data/configs/zone_10a__ood_zone_6b/id_test-00000.parquet +3 -0
  22. data/configs/zone_10a__ood_zone_6b/ood_test-00000.parquet +3 -0
  23. data/configs/zone_10a__ood_zone_6b/ood_test-00001.parquet +3 -0
  24. data/configs/zone_10a__ood_zone_6b/ood_test-00002.parquet +3 -0
  25. data/configs/zone_10a__ood_zone_6b/ood_test-00003.parquet +3 -0
  26. data/configs/zone_10a__ood_zone_6b/ood_test-00004.parquet +3 -0
  27. data/configs/zone_10a__ood_zone_6b/train-00000.parquet +3 -0
  28. data/configs/zone_10a__ood_zone_6b/train-00001.parquet +3 -0
  29. data/configs/zone_10a__ood_zone_6b/train-00002.parquet +3 -0
  30. data/configs/zone_10a__ood_zone_6b/train-00003.parquet +3 -0
  31. data/configs/zone_10a__ood_zone_7a/id_test-00000.parquet +3 -0
  32. data/configs/zone_10a__ood_zone_7a/ood_test-00000.parquet +3 -0
  33. data/configs/zone_10a__ood_zone_7a/ood_test-00001.parquet +3 -0
  34. data/configs/zone_10a__ood_zone_7a/ood_test-00002.parquet +3 -0
  35. data/configs/zone_10a__ood_zone_7a/ood_test-00003.parquet +3 -0
  36. data/configs/zone_10a__ood_zone_7a/ood_test-00004.parquet +3 -0
  37. data/configs/zone_10a__ood_zone_7a/train-00000.parquet +3 -0
  38. data/configs/zone_10a__ood_zone_7a/train-00001.parquet +3 -0
  39. data/configs/zone_10a__ood_zone_7a/train-00002.parquet +3 -0
  40. data/configs/zone_10a__ood_zone_7a/train-00003.parquet +3 -0
  41. data/configs/zone_10a__ood_zone_7b/id_test-00000.parquet +3 -0
  42. data/configs/zone_10a__ood_zone_7b/ood_test-00000.parquet +3 -0
  43. data/configs/zone_10a__ood_zone_7b/ood_test-00001.parquet +3 -0
  44. data/configs/zone_10a__ood_zone_7b/ood_test-00002.parquet +3 -0
  45. data/configs/zone_10a__ood_zone_7b/ood_test-00003.parquet +3 -0
  46. data/configs/zone_10a__ood_zone_7b/train-00000.parquet +3 -0
  47. data/configs/zone_10a__ood_zone_7b/train-00001.parquet +3 -0
  48. data/configs/zone_10a__ood_zone_7b/train-00002.parquet +3 -0
  49. data/configs/zone_10a__ood_zone_7b/train-00003.parquet +3 -0
  50. data/configs/zone_10a__ood_zone_8a/id_test-00000.parquet +3 -0
README.md ADDED
@@ -0,0 +1,115 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ configs:
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+ - config_name: zone_10a__ood_zone_10b
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+ data_files:
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+ - split: train
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+ path: "data/configs/zone_10a__ood_zone_10b/train-*.parquet"
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+ - split: id_test
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+ path: "data/configs/zone_10a__ood_zone_10b/id_test-*.parquet"
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+ - split: ood_test
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+ path: "data/configs/zone_10a__ood_zone_10b/ood_test-*.parquet"
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+ - config_name: zone_10a__ood_zone_6a
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+ data_files:
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+ - split: train
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+ path: "data/configs/zone_10a__ood_zone_6a/train-*.parquet"
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+ - split: id_test
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+ path: "data/configs/zone_10a__ood_zone_6a/id_test-*.parquet"
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+ - split: ood_test
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+ path: "data/configs/zone_10a__ood_zone_6a/ood_test-*.parquet"
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+ - config_name: zone_10a__ood_zone_6b
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+ data_files:
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+ - split: train
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+ path: "data/configs/zone_10a__ood_zone_6b/train-*.parquet"
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+ - split: id_test
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+ path: "data/configs/zone_10a__ood_zone_6b/id_test-*.parquet"
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+ - split: ood_test
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+ path: "data/configs/zone_10a__ood_zone_6b/ood_test-*.parquet"
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+ - config_name: zone_10a__ood_zone_7a
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+ data_files:
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+ - split: train
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+ path: "data/configs/zone_10a__ood_zone_7a/train-*.parquet"
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+ - split: id_test
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+ path: "data/configs/zone_10a__ood_zone_7a/id_test-*.parquet"
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+ - split: ood_test
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+ path: "data/configs/zone_10a__ood_zone_7a/ood_test-*.parquet"
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+ - config_name: zone_10a__ood_zone_7b
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+ data_files:
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+ - split: train
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+ path: "data/configs/zone_10a__ood_zone_7b/train-*.parquet"
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+ - split: id_test
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+ path: "data/configs/zone_10a__ood_zone_7b/id_test-*.parquet"
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+ - split: ood_test
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+ path: "data/configs/zone_10a__ood_zone_7b/ood_test-*.parquet"
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+ - config_name: zone_10a__ood_zone_8a
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+ data_files:
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+ - split: train
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+ path: "data/configs/zone_10a__ood_zone_8a/train-*.parquet"
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+ - split: id_test
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+ path: "data/configs/zone_10a__ood_zone_8a/id_test-*.parquet"
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+ - split: ood_test
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+ path: "data/configs/zone_10a__ood_zone_8a/ood_test-*.parquet"
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+ - config_name: zone_10a__ood_zone_8b
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+ data_files:
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+ - split: train
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+ path: "data/configs/zone_10a__ood_zone_8b/train-*.parquet"
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+ - split: id_test
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+ path: "data/configs/zone_10a__ood_zone_8b/id_test-*.parquet"
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+ - split: ood_test
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+ path: "data/configs/zone_10a__ood_zone_8b/ood_test-*.parquet"
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+ - config_name: zone_10a__ood_zone_9a
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+ data_files:
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+ - split: train
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+ path: "data/configs/zone_10a__ood_zone_9a/train-*.parquet"
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+ - split: id_test
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+ path: "data/configs/zone_10a__ood_zone_9a/id_test-*.parquet"
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+ - split: ood_test
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+ path: "data/configs/zone_10a__ood_zone_9a/ood_test-*.parquet"
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+ - config_name: zone_10a__ood_zone_9b
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+ data_files:
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+ - split: train
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+ path: "data/configs/zone_10a__ood_zone_9b/train-*.parquet"
71
+ - split: id_test
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+ path: "data/configs/zone_10a__ood_zone_9b/id_test-*.parquet"
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+ - split: ood_test
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+ path: "data/configs/zone_10a__ood_zone_9b/ood_test-*.parquet"
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+ - config_name: zone_10b__ood_zone_10a
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+ data_files:
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+ - split: train
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+ path: "data/configs/zone_10b__ood_zone_10a/train-*.parquet"
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+ - split: id_test
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+ path: "data/configs/zone_10b__ood_zone_10a/id_test-*.parquet"
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+ - split: ood_test
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+ path: "data/configs/zone_10b__ood_zone_10a/ood_test-*.parquet"
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+ ---
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+
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+ # Tree Distribution Shift — Satellite Tree Detection (COCO export)
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+
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+ This dataset is organized as **configs** (distribution shift settings).
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+ Each config provides 3 splits:
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+
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+ - `train`
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+ - `id_test` (same region as train, held-out)
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+ - `ood_test` (different region)
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+
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+ ## Super simple COCO UX
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+
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+ Export any config into standard COCO folder structure:
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+
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+ ```bash
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+ python tools/export_coco.py --repo aadityabuilds/tree-distribution-shift --config zone_10a__ood_zone_10b --out ./coco_out
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+ ```
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+
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+ This writes:
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+
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+ - `./coco_out/zone_10a__ood_zone_10b/train/images/*.tiff`
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+ - `./coco_out/zone_10a__ood_zone_10b/train/annotations/instances_train.json`
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+ - `./coco_out/zone_10a__ood_zone_10b/id_test/...`
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+ - `./coco_out/zone_10a__ood_zone_10b/ood_test/...`
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+
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+ ## Programmatic load (optional)
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+
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+ ```python
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+ from datasets import load_dataset
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+ ds = load_dataset("aadityabuilds/tree-distribution-shift", "zone_10a__ood_zone_10b")
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+ print(ds)
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+ ```
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