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  1. README.md +2 -2
  2. meta/README.md +1 -1
  3. meta/episodes.jsonl +7 -0
  4. meta/episodes_stats.jsonl +7 -0
  5. metadata/README.md +1 -1
  6. metadata/bulk_generation_manifest.json +196 -87
  7. metadata/cases/synairg-maisi-bronch-000993-seed972624266/case_description.json +444 -0
  8. metadata/cases/synairg-maisi-bronch-000993-seed972624266/pose_data.jsonl +0 -0
  9. metadata/cases/synairg-maisi-bronch-000993-seed972624266/scope_paths.json +0 -0
  10. metadata/cases/synairg-maisi-bronch-000993-seed972624266/trajectory_tum.txt +0 -0
  11. metadata/cases/synairg-maisi-bronch-000994-seed1056419380/case_description.json +444 -0
  12. metadata/cases/synairg-maisi-bronch-000994-seed1056419380/case_description.md +20 -0
  13. metadata/cases/synairg-maisi-bronch-000994-seed1056419380/geometry/airway.usd +0 -0
  14. metadata/cases/synairg-maisi-bronch-000994-seed1056419380/geometry/airway_mesh.obj +0 -0
  15. metadata/cases/synairg-maisi-bronch-000994-seed1056419380/geometry/airway_mesh.ply +0 -0
  16. metadata/cases/synairg-maisi-bronch-000994-seed1056419380/geometry/branch_semantics.json +4197 -0
  17. metadata/cases/synairg-maisi-bronch-000994-seed1056419380/geometry/centerline_graph.json +0 -0
  18. metadata/cases/synairg-maisi-bronch-000994-seed1056419380/geometry/mesh_registration.json +274 -0
  19. metadata/cases/synairg-maisi-bronch-000994-seed1056419380/geometry/quality_report.json +258 -0
  20. metadata/cases/synairg-maisi-bronch-000994-seed1056419380/geometry/viewer.html +0 -0
  21. metadata/cases/synairg-maisi-bronch-000994-seed1056419380/pose_data.jsonl +0 -0
  22. metadata/cases/synairg-maisi-bronch-000994-seed1056419380/scope_paths.json +0 -0
  23. metadata/cases/synairg-maisi-bronch-000994-seed1056419380/trajectory_tum.txt +0 -0
  24. metadata/cases/synairg-maisi-bronch-000998-seed1032353915/case_description.json +444 -0
  25. metadata/cases/synairg-maisi-bronch-000998-seed1032353915/case_description.md +20 -0
  26. metadata/cases/synairg-maisi-bronch-000998-seed1032353915/geometry/airway.usd +0 -0
  27. metadata/cases/synairg-maisi-bronch-000998-seed1032353915/geometry/airway_mesh.obj +0 -0
  28. metadata/cases/synairg-maisi-bronch-000998-seed1032353915/geometry/airway_mesh.ply +0 -0
  29. metadata/cases/synairg-maisi-bronch-000998-seed1032353915/geometry/branch_semantics.json +4181 -0
  30. metadata/cases/synairg-maisi-bronch-000998-seed1032353915/geometry/centerline_graph.json +0 -0
  31. metadata/cases/synairg-maisi-bronch-000998-seed1032353915/geometry/mesh_registration.json +274 -0
  32. metadata/cases/synairg-maisi-bronch-000998-seed1032353915/geometry/quality_report.json +258 -0
  33. metadata/cases/synairg-maisi-bronch-000998-seed1032353915/geometry/viewer.html +0 -0
  34. metadata/cases/synairg-maisi-bronch-000998-seed1032353915/pose_data.jsonl +0 -0
  35. metadata/cases/synairg-maisi-bronch-000998-seed1032353915/scope_paths.json +0 -0
  36. metadata/cases/synairg-maisi-bronch-000998-seed1032353915/trajectory_tum.txt +0 -0
  37. metadata/cases/synairg-maisi-bronch-000999-seed1505042224/case_description.json +444 -0
  38. metadata/cases/synairg-maisi-bronch-000999-seed1505042224/case_description.md +20 -0
  39. metadata/cases/synairg-maisi-bronch-000999-seed1505042224/geometry/airway.usd +0 -0
  40. metadata/cases/synairg-maisi-bronch-000999-seed1505042224/geometry/airway_mesh.obj +0 -0
  41. metadata/cases/synairg-maisi-bronch-000999-seed1505042224/geometry/airway_mesh.ply +0 -0
  42. metadata/cases/synairg-maisi-bronch-000999-seed1505042224/geometry/branch_semantics.json +0 -0
  43. metadata/cases/synairg-maisi-bronch-000999-seed1505042224/geometry/centerline_graph.json +0 -0
  44. metadata/cases/synairg-maisi-bronch-000999-seed1505042224/geometry/mesh_registration.json +274 -0
  45. metadata/cases/synairg-maisi-bronch-000999-seed1505042224/geometry/quality_report.json +258 -0
  46. metadata/cases/synairg-maisi-bronch-000999-seed1505042224/geometry/viewer.html +0 -0
  47. metadata/cases/synairg-maisi-bronch-000999-seed1505042224/pose_data.jsonl +0 -0
  48. metadata/cases/synairg-maisi-bronch-000999-seed1505042224/scope_paths.json +0 -0
  49. metadata/cases/synairg-maisi-bronch-000999-seed1505042224/trajectory_tum.txt +0 -0
README.md CHANGED
@@ -24,7 +24,7 @@ pretty_name: 1000 Lungs
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  <p align="center"><strong>Generative Worlds for Adaptive Training of Bronchoscopy SLAM Models</strong></p>
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  <p align="center">
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- <img src="https://geps.dev/progress/99.3" alt="99.3% complete">
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  </p>
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  ![1000 Lungs conditional-line and modality header](docs/assets/1000lungs-header.png)
@@ -40,7 +40,7 @@ streams, and episode metadata under one case ID.
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  ![1000 Lungs generation process diagram](docs/assets/synairg-pipeline.png)
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43
- - Episodes: 993
44
  - Task: navigate a flexible bronchoscope through synthetic human airways
45
  - Modalities: depth video, normal video, PPS video, composite metadata review MP4, CT NIfTI, mesh geometry,
46
  source scope paths, TUM pose trajectory.
 
24
  <p align="center"><strong>Generative Worlds for Adaptive Training of Bronchoscopy SLAM Models</strong></p>
25
 
26
  <p align="center">
27
+ <img src="https://geps.dev/progress/100" alt="100% complete">
28
  </p>
29
 
30
  ![1000 Lungs conditional-line and modality header](docs/assets/1000lungs-header.png)
 
40
 
41
  ![1000 Lungs generation process diagram](docs/assets/synairg-pipeline.png)
42
 
43
+ - Episodes: 1000
44
  - Task: navigate a flexible bronchoscope through synthetic human airways
45
  - Modalities: depth video, normal video, PPS video, composite metadata review MP4, CT NIfTI, mesh geometry,
46
  source scope paths, TUM pose trajectory.
meta/README.md CHANGED
@@ -50,4 +50,4 @@ These cases are synthetic generated artifacts. They are not for clinical
50
  interpretation, clinical deployment, autonomous diagnosis, or regulatory
51
  submission.
52
 
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- Generated episodes: 993
 
50
  interpretation, clinical deployment, autonomous diagnosis, or regulatory
51
  submission.
52
 
53
+ Generated episodes: 1000
meta/episodes.jsonl CHANGED
@@ -991,3 +991,10 @@
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meta/episodes_stats.jsonl CHANGED
@@ -991,3 +991,10 @@
991
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991
  {"episode_index": 990, "stats": {"fps": 20.0, "frame_count": 1746, "height_px": 480, "timestamp": {"max": 87.25, "min": 0.0}, "width_px": 640}}
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  {"episode_index": 992, "stats": {"fps": 20.0, "frame_count": 1748, "height_px": 480, "timestamp": {"max": 87.35, "min": 0.0}, "width_px": 640}}
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1000
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metadata/README.md CHANGED
@@ -50,4 +50,4 @@ These cases are synthetic generated artifacts. They are not for clinical
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  interpretation, clinical deployment, autonomous diagnosis, or regulatory
51
  submission.
52
 
53
- Generated episodes: 993
 
50
  interpretation, clinical deployment, autonomous diagnosis, or regulatory
51
  submission.
52
 
53
+ Generated episodes: 1000
metadata/bulk_generation_manifest.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "created_or_updated_at": "2026-06-26T08:09:16.402768Z",
3
  "dataset_root": "/home/hcltech/synairg/datasets/lerobot/1000lungs-bulk",
4
  "episodes": [
5
  {
@@ -18868,16 +18868,149 @@
18868
  "observation.images.endoscope.pps": "videos/chunk-000/observation.images.endoscope.pps/episode_000992.mp4"
18869
  },
18870
  "width_px": 640
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
18871
  }
18872
  ],
18873
  "failures": [
18874
  {
18875
- "attempt_index": 9,
18876
- "case_id": "synairg-maisi-bronch-000992-seed47935568",
18877
- "created_at": "2026-06-26T08:00:55.428411Z",
18878
- "error": "mesh quality gate failed: 29775 mesh vertices < 30000",
18879
  "error_type": "ValueError",
18880
- "seed": 47935568
18881
  }
18882
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18883
  "generation": {
@@ -18914,86 +19047,62 @@
18914
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18915
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18916
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metadata/cases/synairg-maisi-bronch-000993-seed972624266/scope_paths.json ADDED
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metadata/cases/synairg-maisi-bronch-000993-seed972624266/trajectory_tum.txt ADDED
The diff for this file is too large to render. See raw diff
 
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metadata/cases/synairg-maisi-bronch-000998-seed1032353915/case_description.md ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # synairg-maisi-bronch-000998-seed1032353915
2
+
3
+ Generated: 2026-06-26T09:00:30.866389Z
4
+
5
+ ## MAISI
6
+
7
+ - Version: rflow-ct
8
+ - Random seed: 1032353915
9
+ - Mask conditioning: none; airway mask derived after generation from MAISI paired label map
10
+
11
+ ## Artifacts
12
+
13
+ - CT: /home/hcltech/synairg/runs/bulk_maisi_lerobot/1000lungs-bulk/maisi_prefetch/volumes/synairg-maisi-bronch-000998-seed1032353915/ct.nii.gz
14
+ - MAISI label: /home/hcltech/synairg/runs/bulk_maisi_lerobot/1000lungs-bulk/maisi_prefetch/volumes/synairg-maisi-bronch-000998-seed1032353915/label.nii.gz
15
+ - Airway mask: /home/hcltech/synairg/runs/bulk_maisi_lerobot/1000lungs-bulk/maisi_prefetch/volumes/synairg-maisi-bronch-000998-seed1032353915/maisi_airway_mask.nii.gz
16
+ - Scope paths: /home/hcltech/synairg/runs/bulk_maisi_lerobot/1000lungs-bulk/poses/synairg-maisi-bronch-000998-seed1032353915-highdetail/scope_paths.json
17
+ - RGB status: deferred_photorealistic_second_sweep
18
+ - CT affine axis codes: RAS
19
+
20
+ Synthetic generated artifact. Not for clinical use.
metadata/cases/synairg-maisi-bronch-000998-seed1032353915/geometry/airway.usd ADDED
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metadata/cases/synairg-maisi-bronch-000998-seed1032353915/geometry/airway_mesh.obj ADDED
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metadata/cases/synairg-maisi-bronch-000998-seed1032353915/geometry/airway_mesh.ply ADDED
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metadata/cases/synairg-maisi-bronch-000999-seed1505042224/case_description.md ADDED
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+ # synairg-maisi-bronch-000999-seed1505042224
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+
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+ Generated: 2026-06-26T09:17:52.160666Z
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+
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+ ## MAISI
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+
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+ - Version: rflow-ct
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+ - Random seed: 1505042224
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+ - Mask conditioning: none; airway mask derived after generation from MAISI paired label map
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+
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+ ## Artifacts
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+
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+ - CT: /home/hcltech/synairg/runs/bulk_maisi_lerobot/1000lungs-bulk/maisi_prefetch/volumes/synairg-maisi-bronch-000999-seed1505042224/ct.nii.gz
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+ - MAISI label: /home/hcltech/synairg/runs/bulk_maisi_lerobot/1000lungs-bulk/maisi_prefetch/volumes/synairg-maisi-bronch-000999-seed1505042224/label.nii.gz
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+ - Airway mask: /home/hcltech/synairg/runs/bulk_maisi_lerobot/1000lungs-bulk/maisi_prefetch/volumes/synairg-maisi-bronch-000999-seed1505042224/maisi_airway_mask.nii.gz
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+ - Scope paths: /home/hcltech/synairg/runs/bulk_maisi_lerobot/1000lungs-bulk/poses/synairg-maisi-bronch-000999-seed1505042224-highdetail/scope_paths.json
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+ - RGB status: deferred_photorealistic_second_sweep
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+ - CT affine axis codes: RAS
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+
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+ Synthetic generated artifact. Not for clinical use.
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