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  1. Simul-General/clip_00000/cameras.npz +3 -0
  2. Simul-General/clip_00000/depth/depth.zip +3 -0
  3. Simul-General/clip_00000/labels/target.npz +3 -0
  4. Simul-General/clip_00000/source/points_target.npz +3 -0
  5. Simul-General/clip_00000/tracks3d.npz +3 -0
  6. Simul-General/clip_00000/videos/view0.mp4 +3 -0
  7. Simul-General/clip_00000/videos/view1.mp4 +3 -0
  8. Simul-General/clip_00000/videos/view2.mp4 +3 -0
  9. Simul-General/clip_00000/videos/view3.mp4 +3 -0
  10. Simul-General/clip_00013/captions.json +29 -0
  11. Simul-General/clip_00013/labels/oos_segments.json +72 -0
  12. Simul-General/clip_00013/sample.json +268 -0
  13. Simul-General/clip_00013/source/cameras.json +0 -0
  14. Simul-General/clip_00013/source/caption.txt +1 -0
  15. Simul-General/clip_00013/source/capture_done.json +240 -0
  16. Simul-General/clip_00013/source/meta.json +646 -0
  17. Simul-General/clip_00013/source/visibility.json +0 -0
  18. Simul-General/clip_00027/cameras.npz +3 -0
  19. Simul-General/clip_00027/depth/depth.zip +3 -0
  20. Simul-General/clip_00027/labels/target.npz +3 -0
  21. Simul-General/clip_00027/source/points_target.npz +3 -0
  22. Simul-General/clip_00027/tracks3d.npz +3 -0
  23. Simul-General/clip_00027/videos/view0.mp4 +3 -0
  24. Simul-General/clip_00027/videos/view1.mp4 +3 -0
  25. Simul-General/clip_00027/videos/view2.mp4 +3 -0
  26. Simul-General/clip_00027/videos/view3.mp4 +3 -0
  27. Simul-General/clip_00052/captions.json +29 -0
  28. Simul-General/clip_00052/sample.json +269 -0
  29. Simul-General/clip_00054/cameras.npz +3 -0
  30. Simul-General/clip_00054/depth/depth.zip +3 -0
  31. Simul-General/clip_00054/labels/target.npz +3 -0
  32. Simul-General/clip_00054/source/points_target.npz +3 -0
  33. Simul-General/clip_00054/tracks3d.npz +3 -0
  34. Simul-General/clip_00054/videos/view0.mp4 +3 -0
  35. Simul-General/clip_00054/videos/view1.mp4 +3 -0
  36. Simul-General/clip_00054/videos/view2.mp4 +3 -0
  37. Simul-General/clip_00054/videos/view3.mp4 +3 -0
  38. Simul-General/clip_00056/cameras.npz +3 -0
  39. Simul-General/clip_00056/depth/depth.zip +3 -0
  40. Simul-General/clip_00056/labels/target.npz +3 -0
  41. Simul-General/clip_00056/source/points_target.npz +3 -0
  42. Simul-General/clip_00056/tracks3d.npz +3 -0
  43. Simul-General/clip_00056/videos/view0.mp4 +3 -0
  44. Simul-General/clip_00056/videos/view1.mp4 +3 -0
  45. Simul-General/clip_00056/videos/view2.mp4 +3 -0
  46. Simul-General/clip_00056/videos/view3.mp4 +3 -0
  47. Simul-General/clip_00066/cameras.npz +3 -0
  48. Simul-General/clip_00066/depth/depth.zip +3 -0
  49. Simul-General/clip_00066/labels/target.npz +3 -0
  50. Simul-General/clip_00066/source/points_target.npz +3 -0
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Simul-General/clip_00013/captions.json ADDED
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+ {
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+ "caption": "A short-haired figure in a light gray top and dark jeans walks barefoot along a tree-shaded sidewalk past a green corner building, continuing down the block beside parked cars, a fire hydrant, and a parking meter on a sunlit city street lined with shops and awnings.",
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+ "structured": {
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+ "target_class": "pedestrian",
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+ "semantic_tag": "pedestrian",
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+ "semantic_tag_id": 12,
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+ "blueprint": "walker.pedestrian.0042",
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+ "motion_kinds": {
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+ "view0": "random_polyline",
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+ "view1": "translation",
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+ "view2": "pan_tilt",
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+ "view3": "translation"
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+ },
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+ "motion_kinds_note": "vendor camera motion labels relative to the target-following anchor; every camera moves in the world"
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+ },
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+ "legacy_prompts": {
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+ "view0": "A short-haired figure in a light gray top and dark jeans walks barefoot along a tree-shaded sidewalk past a green corner building, continuing down the block beside parked cars, a fire hydrant, and a parking meter on a sunlit city street lined with shops and awnings. The camera travels about 8.8 m, panning left.",
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+ "view1": "A short-haired figure in a light gray top and dark jeans walks barefoot along a tree-shaded sidewalk past a green corner building, continuing down the block beside parked cars, a fire hydrant, and a parking meter on a sunlit city street lined with shops and awnings. The camera travels about 6.0 m.",
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+ "view2": "A short-haired figure in a light gray top and dark jeans walks barefoot along a tree-shaded sidewalk past a green corner building, continuing down the block beside parked cars, a fire hydrant, and a parking meter on a sunlit city street lined with shops and awnings. The camera travels about 6.8 m.",
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+ "view3": "A short-haired figure in a light gray top and dark jeans walks barefoot along a tree-shaded sidewalk past a green corner building, continuing down the block beside parked cars, a fire hydrant, and a parking meter on a sunlit city street lined with shops and awnings. The camera travels about 8.1 m."
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+ },
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+ "camera_phrases_corrected": {
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+ "view0": "The camera travels about 8.8 m, panning right.",
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+ "view1": "The camera travels about 6.0 m.",
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+ "view2": "The camera travels about 6.8 m.",
26
+ "view3": "The camera travels about 8.1 m."
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+ },
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+ "camera_phrase_note": "legacy_prompts = caption + ' ' + the pre-release camera phrase of view k exactly as given to the pre-release baselines: frames 16 -> 80, float32 poses, pan = atan2(f_x, f_z), which is wrong in this z-up world. camera_phrases_corrected uses the same wording rules (static if moved < 0.05 m and |pan| < 2 deg, pan word if |pan| > 8 deg) with the z-up heading atan2(f_y, f_x) (counter-clockwise seen from above = panning left), except that a camera moving < 0.05 m with |pan| >= 2 deg 'rotates in place, panning <dir>'."
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+ }
Simul-General/clip_00013/labels/oos_segments.json ADDED
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+ {
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+ "note": "Out-of-sight segments (vendor visibility.json oos_segments: maximal runs >= 8 frames of visibility_strict, start/end inclusive local frames; 'cam' = 0-based view index) and the per-view departure schedule. relay = meta.oos.relay of hard clips (null otherwise).",
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+ "segment_note": "derived from `visibility_strict` (frame-level is authoritative); maximal runs only, no merging/smoothing; min length 8f applies to this list only; start/end inclusive",
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+ "segments": [
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+ {
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+ "view": "view0",
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+ "cam": 0,
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+ "cam_name": "cam01",
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+ "start": 128,
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+ "end": 143,
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+ "kind": "occluded",
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+ "len": 16
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+ },
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+ {
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+ "view": "view1",
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+ "cam": 1,
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+ "cam_name": "cam02",
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+ "start": 39,
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+ "end": 66,
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+ "kind": "out_of_frustum",
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+ "len": 28
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+ },
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+ {
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+ "view": "view3",
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+ "cam": 3,
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+ "cam_name": "cam04",
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+ "start": 132,
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+ "end": 143,
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+ "kind": "occluded",
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+ "len": 12
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+ }
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+ ],
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+ "per_view": [
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+ {
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+ "view": "view0",
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+ "source_view": "cam01",
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+ "oos_allowed": false,
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+ "oos_reason": "none",
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+ "oos_effective": false,
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+ "oos_departed": false,
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+ "oos_cycles": 0
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+ {
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+ "view": "view1",
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+ "source_view": "cam02",
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+ "oos_allowed": true,
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+ "oos_reason": "sampled",
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+ "oos_effective": true,
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+ "oos_departed": true,
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+ "oos_cycles": 1
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+ },
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+ {
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+ "view": "view2",
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+ "source_view": "cam03",
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+ "oos_allowed": false,
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+ "oos_reason": "none",
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+ "oos_effective": false,
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+ "oos_departed": false,
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+ "oos_departed": false,
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+ }
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+ ],
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+ "relay": null
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+ }
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+ {
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+ "schema": "vpm-worldbench/sample/1.0",
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+ "uid": "Simul-General/clip_00013",
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+ "subset": "Simul-General",
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+ "id": "clip_00013",
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+ "source": {
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+ "dataset": "HyperWorld-Bench-General",
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+ "repo": "hf:rooty2020/HyperWorld-Bench-General",
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+ "revision": "ca94a48704dc230bf39202f3c672f356aacb21c7",
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+ "id": "clip_00013",
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+ "path": "bench_people&car/clip_00013"
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+ },
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+ "n_frames": 144,
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+ "fps": 15.0,
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+ "duration_s": 9.6,
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+ "width": 1280,
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+ "role": null,
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+ "motion_kind_rel_anchor": "random_polyline",
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+ {
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+ "name": "view1",
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+ "video": "videos/view1.mp4",
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+ "width": 1280,
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+ "role": null,
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+ "static": false,
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+ "hfov_deg": 36.353,
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+ "motion_kind_rel_anchor": "translation",
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+ "max_travel_m": 9.5247,
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+ "max_rotation_deg": 33.316
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+ },
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+ {
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+ "video": "videos/view2.mp4",
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+ "width": 1280,
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+ "role": null,
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+ "static": false,
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+ "hfov_deg": 72.717,
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+ "motion_kind_rel_anchor": "pan_tilt",
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+ "max_travel_m": 12.8087,
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+ "max_rotation_deg": 15.33
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+ },
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+ {
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+ "name": "view3",
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+ "video": "videos/view3.mp4",
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+ "width": 1280,
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+ "source_name": "cam04",
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+ "role": null,
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+ "static": false,
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+ "motion_kind_rel_anchor": "translation",
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+ "max_travel_m": 15.8463,
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+ "max_rotation_deg": 9.72
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+ }
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+ ],
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+ "world": {
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+ "description": "CARLA Town10HD_x6 map frame as delivered by the vendor in right-handed metres (X_ue/100, -Y_ue/100, Z_ue/100), +z up, ground at z ~ 0, recentred per sample: X = X_source - o with o = (x, y, 0) of the target surface-point centroid at frame 0.",
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+ "units": "m",
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+ "handedness": "right",
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+ "up": "+z",
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+ "origin_in_source": [
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+ 541.5062842644237,
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+ -103.00995618707111,
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+ 0.0
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+ ],
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+ "to_source": {
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+ "note": "X_source = A @ X + b; source = vendor right-handed metre world of cameras.json extrinsic_w2c / c2w",
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+ "A": [
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+ [
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+ 1.0,
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+ 0.0,
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+ 0.0
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+ ],
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+ [
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+ 0.0,
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+ 1.0,
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+ 0.0
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+ ],
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+ [
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+ 0.0,
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+ 0.0,
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+ 1.0
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+ ]
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+ ],
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+ "b": [
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+ 541.5062842644237,
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+ -103.00995618707111,
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+ 0.0
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+ ],
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+ "source_units": "m"
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+ },
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+ "to_ue_cm": {
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+ "note": "X_ue = A @ X + b; Unreal/CARLA left-handed centimetre world of ue_pose.location_cm and visibility.json *_cm",
109
+ "A": [
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+ [
111
+ 100.0,
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+ 0.0,
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+ 0.0
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+ ],
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+ [
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+ 0.0,
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+ -100.0,
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+ 0.0
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+ ],
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+ [
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+ 0.0,
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+ ],
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+ "b": [
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+ 54150.62842644237,
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+ 0.0
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+ ],
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+ "source_units": "cm"
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+ }
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+ },
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+ "files": {
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+ "cameras": "cameras.npz",
136
+ "tracks3d": "tracks3d.npz",
137
+ "captions": "captions.json",
138
+ "depth": "depth/depth.zip",
139
+ "labels": {
140
+ "target": "labels/target.npz",
141
+ "oos_segments": "labels/oos_segments.json"
142
+ }
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+ },
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+ "tracks": {
145
+ "n_points": 256,
146
+ "groups": [
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+ "target"
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+ ],
149
+ "visible_outside_frustum_dropped": 0,
150
+ "default_report_group": "target",
151
+ "visibility_rule": "visible = in_frustum AND depth test against depth.zip of that view and frame at the nearest pixel (rint(u), rint(v)) of the native 1280x1280 grid, (u, v) projected with the stored K (OpenCV pixel centres, cx = cy = 639.5; = floor(u), floor(v) with K_delivered): |D - z| <= clip(0.02 z, 0.05 m, 0.15 m), D = planar depth in metres, 65535 (sky) never passes. Strict rule: area-sampled points on the far side or inside the target (vehicle interior/glass, eyes) fail it; the tolerance is 2 % of the distance, at least 5 cm and at most 15 cm. in_frustum = recomputed with the stored K (valid, z > 0.05 m and -0.5 <= u, v < 1279.5, i.e. the vendor in_frustum_cam rule z > 0 and 0 <= u, v < 1280 with the delivered K; agreement with in_frustum_cam in stats). The legacy pre-release protocol used the vendor in_frustum_cam alone (frustum-only).",
152
+ "accuracy": "exact simulator GT: 256 triangle-area-weighted surface points moved by linear blend skinning of the CARLA bone transforms (rigid propagation for unskinned vehicle parts); no cloth/hair secondary motion; other traffic is untracked. Stored as float32 (< 4e-6 m rounding within 100 m of the origin). Depth is quantised to 1 cm. K = delivered intrinsics with cx = cy = 640 - 0.5 = 639.5: the vendor uses the CARLA/UE pixel-corner convention (depth-vs-track residuals are lowest with the corrected K); cameras.npz K_delivered keeps the delivered matrix (pre-release numbers used 640, docs/DATA_FORMAT.md §1).",
153
+ "depth_test": {
154
+ "pixel": "rint",
155
+ "K": "cameras.npz K (OpenCV pixel centres)",
156
+ "tol_rel": 0.02,
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+ "tol_min_m": 0.05,
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+ "tol_max_m": 0.15,
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+ "grid": [
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+ 1280,
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+ 1280
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+ ],
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+ "invalid_values": [
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+ 65535
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+ ]
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+ },
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+ "stats": {
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+ "n_in_frustum": 139243,
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+ "n_visible": 78966,
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+ "visible_frac_of_in_frustum": 0.5671,
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+ "in_frustum_sky_hits": 0,
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+ "n_visible_other_pixel_rule": {
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+ "rint_K_delivered": 78529
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+ },
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+ "visible_abs_dz_m": {
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+ "median": 0.01321,
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+ "p90": 0.088768
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+ },
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+ "in_frustum_recomputed_agreement": 1.0,
180
+ "in_frustum_recomputed_mismatches": 0
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+ },
182
+ "part_note": "part = vendor point_section (mesh section / material slot, '<mesh>/<material>'; a name that occurs more than once gets '#<section index>' appended, codes unchanged); component = mesh component (doors, glass, lights for vehicles); point_skinned = driven by bone skinning (else rigid).",
183
+ "extras": {
184
+ "component": "(N,) int16 index into component_names: mesh component of the point (e.g. body, doors, glass, lights for vehicles)",
185
+ "component_names": "(C,) str component names",
186
+ "component_mesh_names": "(C,) str mesh file of each component",
187
+ "point_skinned": "(N,) bool, moved by bone skinning (else rigid with its component)"
188
+ }
189
+ },
190
+ "depth": {
191
+ "file": "depth/depth.zip",
192
+ "member": "{source_view}/frame_{t:04d}.png",
193
+ "view_member_names": [
194
+ "cam01",
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+ "cam02",
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+ "cam03",
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+ "cam04"
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+ ],
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+ "dtype": "uint16",
200
+ "unit_scale": 0.01,
201
+ "invalid_values": [
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+ 65535
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+ ],
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+ "valid_max_m": 655.34,
205
+ "width": 1280,
206
+ "height": 1280,
207
+ "kind": "rendered (synthetic GT)",
208
+ "planar_z": true,
209
+ "note": "CARLA sensor.camera.depth decoded by the vendor to linear planar z in cm, lossless 16-bit grayscale PNG, pixel-aligned with the RGB video; 65535 = sky/far clamp (no zeros occur). The pre-release loader additionally discarded depth > 80 m."
210
+ },
211
+ "caption": "A short-haired figure in a light gray top and dark jeans walks barefoot along a tree-shaded sidewalk past a green corner building, continuing down the block beside parked cars, a fire hydrant, and a parking meter on a sunlit city street lined with shops and awnings.",
212
+ "attributes": {
213
+ "category": "pedestrian",
214
+ "subcategory": "pedestrian",
215
+ "semantic_tag": 12,
216
+ "blueprint": "walker.pedestrian.0042",
217
+ "difficulty": "normal",
218
+ "hard_relay_k": null,
219
+ "camera_motion_kinds": [
220
+ "random_polyline",
221
+ "translation",
222
+ "pan_tilt",
223
+ "translation"
224
+ ],
225
+ "all_cameras_moving": true,
226
+ "map": "Town10HD_x6",
227
+ "tile": 1,
228
+ "rotation_only_views": [],
229
+ "oos_departed_views": [
230
+ "view1"
231
+ ],
232
+ "n_frames_target_invisible_all_views": 0,
233
+ "n_default_queries_at_ref_frame": 246,
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+ "visible_frac_of_in_frustum": 0.5671,
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+ "quality_ok": true,
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+ "abort": null,
237
+ "source_frame_range": [
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+ 21354,
239
+ 21497
240
+ ],
241
+ "flag_rules": {
242
+ "quality_ok_false": "the vendor capture gate .capture_done quality_ok is false",
243
+ "target_not_visible_in_view_at_ref_frame": "at frame 16 the target is not visible in that view by either trigger: (a) the vendor target state (labels/target.npz state_strict) is not 'visible' (instance mask < 300 px, out of frustum or absent), or (b) the view has zero visible GT track points (tracks3d visible, depth test)",
244
+ "target_invisible_all_views_some_frames": "at some frame the vendor target state (state_strict) is not 'visible' in any view",
245
+ "caption_mentions_leaving_view": "the caption says the target leaves the view (out of/from view|frame|sight, leaves the view|frame, off-screen, disappear*)",
246
+ "few_default_queries_at_ref_frame": "fewer than 20 points with default_gt and visible in >= 1 view at frame 16 (exact count in attributes.n_default_queries_at_ref_frame)"
247
+ }
248
+ },
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+ "flags": [],
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+ "files_sha256": {
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+ "cameras.npz": "6f340769bac1f275333128f409639e5989f26c03c47a5219a248d74e62cf9273",
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+ "captions.json": "3cb3670c54cc32fac7f40b9e052211e95adc5595a88f2708bcef120acce35fac",
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+ "depth/depth.zip": "b6c6c5fc751d7bd92ec44a88ed4f0ce912163d898e2351f4c7b030c0a7f7b0e9",
254
+ "labels/oos_segments.json": "04c4098c92891f9a9e58abf81aac3cd7db7a0192d531336c9a3f3af5416af757",
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+ "labels/target.npz": "b5dbbc15deeb2ed9b6f05d4908c0d977f7d5906264ebeea9f15b92f7141e7323",
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+ "source/cameras.json": "d6e378d2aed47ae63fbc09ef8ddd8feb64d8788bb22a1a95273058fa59784b09",
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+ "source/caption.txt": "9361ac120aed13b9eed8b59a5d24ba2f2f298543290dae2d9997c4f328975f26",
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+ "source/capture_done.json": "6cb1fa1135a5636975dd5c15b58480e9b4696f397a8cbed03a3cb2e5b528dbb6",
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+ "source/meta.json": "29d42137b41b828b18ba6570557c7bc870f3ef5907256865bbc4ea2b2a277ea6",
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+ "source/points_target.npz": "2ea53f324fab4be4f7d47c241e2dae562acc7532781e33aa48188d843755ac34",
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+ "source/visibility.json": "d1d4badf307208aac063ed6a4b4aa40be3993403c7e1c8f21a61c17e246488ef",
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+ "tracks3d.npz": "6a37bbf30ff4ffaaab53c1c788bac337ce32874cdbabb265b3537a13c9c7851b",
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+ "videos/view0.mp4": "5de0e61cc5cc0604adeeb253b431616a74cf99edb6e184b15759a10af8ad4552",
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+ "videos/view1.mp4": "792d2af9606dd75a98e955b25acbf5b57d99a36a250e5b90412bca98e0c84dc0",
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+ "videos/view2.mp4": "7bd577977396819c29ae214286505d5a7ced4442072f75e9b90abc51c4a8d9e1",
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+ "videos/view3.mp4": "11bfe059710fe33314909509644e25116d1019cb5f1d0295ad8eae8a824dcd68"
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+ }
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+ }
Simul-General/clip_00013/source/cameras.json ADDED
The diff for this file is too large to render. See raw diff
 
Simul-General/clip_00013/source/caption.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ A short-haired figure in a light gray top and dark jeans walks barefoot along a tree-shaded sidewalk past a green corner building, continuing down the block beside parked cars, a fire hydrant, and a parking meter on a sunlit city street lined with shops and awnings.
Simul-General/clip_00013/source/capture_done.json ADDED
@@ -0,0 +1,240 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "clip": 13,
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+ "spec_gen": "carla1",
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+ "map": "Town10HD_x6",
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+ "target_bp_id": "walker.pedestrian.0042",
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+ "target_kind": "walker",
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+ "target_class": "pedestrian",
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+ "target_class_fallback": false,
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+ ],
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+ "oos_allowed": [
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+ ],
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+ "oos_effective": [
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+ ],
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+ "oos_departed": [
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+ true,
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+ false,
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+ false
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+ ],
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+ "oos_cycles": [
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+ 1,
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+ ],
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+ ],
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+ 0.8819,
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+ ],
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+ "modalities": [
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+ "rgb",
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+ "seg",
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+ "depth"
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+ ],
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+ "capture_build": "c1",
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+ "bench_guards": {
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+ "placement_ban": {
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+ "rejected_cams": [],
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+ "reallocations": 0
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+ },
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+ "doomed_aborts": 0,
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+ "cams": [
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+ ]
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+ },
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+ "view_block_guard": {
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+ "max_view_block_ratio": 0.6,
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+ "streak_guard_retired": true
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+ }
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+ ],
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+ },
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+ }
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+ },
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+ }
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+ },
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+ "difficulty_requested": "normal",
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+ "hard_relay_k_requested": null,
237
+ "capture_wall_s": 97.3,
238
+ "capture_wall_sec": 97.3,
239
+ "abort": null
240
+ }
Simul-General/clip_00013/source/meta.json ADDED
@@ -0,0 +1,646 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "spec_gen": "carla1",
3
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4
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6
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+ "resolution": [
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+ ],
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+ "target_class": "pedestrian",
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+ ],
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+ "hfov_range_deg": [
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27
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28
+ ],
29
+ "intrinsics_mode": "per_camera",
30
+ "capture_depth": true,
31
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32
+ "bucket_retired": false,
33
+ "target": {
34
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35
+ "kind": "walker",
36
+ "bp_id": "walker.pedestrian.0042",
37
+ "model_id": "walker.pedestrian.0042",
38
+ "half_extent_m": 0.913,
39
+ "motion_kinds": [
40
+ "random_polyline",
41
+ "translation",
42
+ "pan_tilt",
43
+ "translation"
44
+ ],
45
+ "semantic_tags": [
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47
+ ]
48
+ },
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+ "bench": {
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51
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52
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+ ]
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+ },
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81
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90
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105
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106
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113
+ }
114
+ ],
115
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116
+ "probed_cams": 4,
117
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118
+ },
119
+ "depth_doomed_guard": {
120
+ "enabled": true,
121
+ "ratio_max": 0.25,
122
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+ "near": 2,
126
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127
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+ }
129
+ },
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+ "oos_guard": {
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+ "enabled": true,
132
+ "doomed_aborts": 0,
133
+ "window_retries": 0
134
+ },
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+ "difficulty_requested": "normal",
136
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137
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141
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+ }
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+ },
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164
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165
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+ },
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+ ],
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+ },
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+ {
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+ "hfov_deg": 82.086,
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+ "motion_kind_rel_anchor": "arc",
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+ "max_travel_m": 17.5395,
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+ "max_rotation_deg": 76.72
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+ },
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+ {
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+ "name": "view3",
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+ "video": "videos/view3.mp4",
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+ "width": 1280,
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+ "height": 1280,
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+ "source_name": "cam04",
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+ "role": null,
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+ "static": false,
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+ "hfov_deg": 69.418,
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+ "motion_kind_rel_anchor": "random_polyline",
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+ "max_travel_m": 14.6775,
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+ "max_rotation_deg": 65.678
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+ }
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+ ],
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+ "world": {
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+ "description": "CARLA Town10HD_x6 map frame as delivered by the vendor in right-handed metres (X_ue/100, -Y_ue/100, Z_ue/100), +z up, ground at z ~ 0, recentred per sample: X = X_source - o with o = (x, y, 0) of the target surface-point centroid at frame 0.",
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+ "units": "m",
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+ "handedness": "right",
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+ "up": "+z",
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+ "origin_in_source": [
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+ -10.74428478498348,
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+ -123.56325146532133,
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+ 0.0
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+ ],
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+ "to_source": {
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+ "note": "X_source = A @ X + b; source = vendor right-handed metre world of cameras.json extrinsic_w2c / c2w",
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+ "A": [
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+ [
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+ 1.0,
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+ 0.0,
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+ 0.0
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+ ],
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+ [
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+ 1.0,
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+ 0.0
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+ ],
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+ [
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+ 0.0,
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+ 0.0,
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+ 1.0
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+ ]
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+ ],
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+ "b": [
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+ -10.74428478498348,
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+ -123.56325146532133,
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+ 0.0
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+ ],
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+ "source_units": "m"
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+ },
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+ "to_ue_cm": {
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+ "note": "X_ue = A @ X + b; Unreal/CARLA left-handed centimetre world of ue_pose.location_cm and visibility.json *_cm",
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+ "A": [
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+ [
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+ 100.0,
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+ 0.0,
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+ 0.0
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+ ],
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+ [
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+ 0.0,
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+ -100.0,
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+ 0.0
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+ ],
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+ [
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+ 0.0,
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+ 0.0,
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+ 100.0
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+ ]
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+ ],
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+ "b": [
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+ -1074.4284784983479,
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+ 12356.325146532134,
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+ 0.0
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+ ],
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+ "source_units": "cm"
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+ }
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+ },
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+ "files": {
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+ "cameras": "cameras.npz",
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+ "tracks3d": "tracks3d.npz",
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+ "captions": "captions.json",
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+ "depth": "depth/depth.zip",
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+ "labels": {
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+ "target": "labels/target.npz",
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+ "oos_segments": "labels/oos_segments.json"
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+ }
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+ },
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+ "tracks": {
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+ "n_points": 256,
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+ "groups": [
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+ "target"
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+ ],
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+ "visible_outside_frustum_dropped": 0,
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+ "default_report_group": "target",
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+ "visibility_rule": "visible = in_frustum AND depth test against depth.zip of that view and frame at the nearest pixel (rint(u), rint(v)) of the native 1280x1280 grid, (u, v) projected with the stored K (OpenCV pixel centres, cx = cy = 639.5; = floor(u), floor(v) with K_delivered): |D - z| <= clip(0.02 z, 0.05 m, 0.15 m), D = planar depth in metres, 65535 (sky) never passes. Strict rule: area-sampled points on the far side or inside the target (vehicle interior/glass, eyes) fail it; the tolerance is 2 % of the distance, at least 5 cm and at most 15 cm. in_frustum = recomputed with the stored K (valid, z > 0.05 m and -0.5 <= u, v < 1279.5, i.e. the vendor in_frustum_cam rule z > 0 and 0 <= u, v < 1280 with the delivered K; agreement with in_frustum_cam in stats). The legacy pre-release protocol used the vendor in_frustum_cam alone (frustum-only).",
152
+ "accuracy": "exact simulator GT: 256 triangle-area-weighted surface points moved by linear blend skinning of the CARLA bone transforms (rigid propagation for unskinned vehicle parts); no cloth/hair secondary motion; other traffic is untracked. Stored as float32 (< 4e-6 m rounding within 100 m of the origin). Depth is quantised to 1 cm. K = delivered intrinsics with cx = cy = 640 - 0.5 = 639.5: the vendor uses the CARLA/UE pixel-corner convention (depth-vs-track residuals are lowest with the corrected K); cameras.npz K_delivered keeps the delivered matrix (pre-release numbers used 640, docs/DATA_FORMAT.md §1).",
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+ "depth_test": {
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+ "pixel": "rint",
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+ "K": "cameras.npz K (OpenCV pixel centres)",
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+ "tol_rel": 0.02,
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+ "tol_min_m": 0.05,
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+ "tol_max_m": 0.15,
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+ "grid": [
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+ 1280,
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+ 1280
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+ ],
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+ "invalid_values": [
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+ 65535
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+ ]
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+ },
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+ "stats": {
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+ "n_in_frustum": 101488,
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+ "n_visible": 50935,
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+ "visible_frac_of_in_frustum": 0.5019,
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+ "in_frustum_sky_hits": 170,
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+ "n_visible_other_pixel_rule": {
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+ "rint_K_delivered": 49945
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+ },
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+ "visible_abs_dz_m": {
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+ "median": 0.00694,
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+ "p90": 0.076942
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+ },
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+ "in_frustum_recomputed_agreement": 1.0,
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+ "in_frustum_recomputed_mismatches": 0
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+ },
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+ "part_note": "part = vendor point_section (mesh section / material slot, '<mesh>/<material>'; a name that occurs more than once gets '#<section index>' appended, codes unchanged); component = mesh component (doors, glass, lights for vehicles); point_skinned = driven by bone skinning (else rigid).",
183
+ "extras": {
184
+ "component": "(N,) int16 index into component_names: mesh component of the point (e.g. body, doors, glass, lights for vehicles)",
185
+ "component_names": "(C,) str component names",
186
+ "component_mesh_names": "(C,) str mesh file of each component",
187
+ "point_skinned": "(N,) bool, moved by bone skinning (else rigid with its component)"
188
+ }
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+ },
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+ "depth": {
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+ "file": "depth/depth.zip",
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+ "member": "{source_view}/frame_{t:04d}.png",
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+ "view_member_names": [
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+ "cam01",
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+ "cam02",
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+ "cam03",
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+ "cam04"
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+ ],
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+ "dtype": "uint16",
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+ "unit_scale": 0.01,
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+ "invalid_values": [
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+ 65535
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+ ],
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+ "valid_max_m": 655.34,
205
+ "width": 1280,
206
+ "height": 1280,
207
+ "kind": "rendered (synthetic GT)",
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+ "planar_z": true,
209
+ "note": "CARLA sensor.camera.depth decoded by the vendor to linear planar z in cm, lossless 16-bit grayscale PNG, pixel-aligned with the RGB video; 65535 = sky/far clamp (no zeros occur). The pre-release loader additionally discarded depth > 80 m."
210
+ },
211
+ "caption": "A heavyset man in a dark jacket and jeans walks steadily away down a tree-lined city sidewalk past townhouse stoops, moving from near a parked car and museum banners deeper along the block under bright sunlight and dappled tree shadows, with a wide empty street and waterfront buildings alongside.",
212
+ "attributes": {
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+ "category": "pedestrian",
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+ "subcategory": "pedestrian",
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+ "semantic_tag": 12,
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+ "blueprint": "walker.pedestrian.0047",
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+ "difficulty": "normal",
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+ "hard_relay_k": null,
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+ "camera_motion_kinds": [
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+ "translation",
221
+ "random_polyline",
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+ "arc",
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+ "random_polyline"
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+ ],
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+ "all_cameras_moving": true,
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+ "map": "Town10HD_x6",
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+ "tile": 0,
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+ "rotation_only_views": [],
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+ "oos_departed_views": [
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+ "view1",
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+ "view3"
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+ ],
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+ "n_frames_target_invisible_all_views": 0,
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+ "n_default_queries_at_ref_frame": 213,
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+ "visible_frac_of_in_frustum": 0.5019,
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+ "quality_ok": true,
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+ "abort": null,
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+ "source_frame_range": [
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+ 1718,
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+ 1838
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+ ],
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+ "flag_rules": {
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+ "quality_ok_false": "the vendor capture gate .capture_done quality_ok is false",
244
+ "target_not_visible_in_view_at_ref_frame": "at frame 16 the target is not visible in that view by either trigger: (a) the vendor target state (labels/target.npz state_strict) is not 'visible' (instance mask < 300 px, out of frustum or absent), or (b) the view has zero visible GT track points (tracks3d visible, depth test)",
245
+ "target_invisible_all_views_some_frames": "at some frame the vendor target state (state_strict) is not 'visible' in any view",
246
+ "caption_mentions_leaving_view": "the caption says the target leaves the view (out of/from view|frame|sight, leaves the view|frame, off-screen, disappear*)",
247
+ "few_default_queries_at_ref_frame": "fewer than 20 points with default_gt and visible in >= 1 view at frame 16 (exact count in attributes.n_default_queries_at_ref_frame)"
248
+ }
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+ },
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+ "flags": [],
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+ "files_sha256": {
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+ "depth/depth.zip": "e19da8ea2e8282dd291f9c40310bb6abe7fe5d717be89ddf28cefba52f8b1176",
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