2026-09-07 Harris Hill CCW — larger sources

Feasibility inspection only — no coaching or verified 3D anatomy.

Yellow: selected rider crop. Cyan: raw Vision joints (2D points below 0.2 confidence hidden). Numbers: fixed joint IDs shared across every image and both pose types. Each PNG includes its own legend beside the photo; expand the table for source coordinates. Left/right always means the rider’s anatomy. Pink circles: provisional source-only references and their uncertainty. Source pixels are preserved beneath annotations.

Codex source-only visual garment-landmark estimates recorded 2026-09-14 before the new dataset Vision run. Prior low-resolution outputs have been seen; this is not independent human ground truth. Uncertainty is 25 source pixels; null torsoLength prevents normalized accuracy claims. Pairing inferred from consecutive screenshot filenames and visual match to earlier P01-P06, not synchronized capture times.

P01 · subject · James

3D: needsReview · 2D: noPose

Joint key and source pixel coordinates

ID	Joint	x, y
4	center_head	725.7, 439.5
3	center_shoulder	775.6, 448.1
14	left_ankle	1032.2, 623.2
7	left_elbow	706.5, 654.1
12	left_hip	956.1, 542.1
13	left_knee	871.4, 616.7
6	left_shoulder	720.5, 501.0
8	left_wrist	665.8, 651.4
17	right_ankle	1108.3, 631.3
10	right_elbow	923.9, 376.0
15	right_hip	1015.6, 459.9
16	right_knee	971.8, 547.1
9	right_shoulder	818.2, 402.0
11	right_wrist	867.0, 435.2
1	root	987.6, 498.6
2	spine	898.0, 464.0
5	top_head	681.5, 416.0

Joint key and source pixel coordinates

ID	Joint	x, y

P01 · reference · Damien

3D: noPose · 2D: noPose

Joint key and source pixel coordinates

ID	Joint	x, y

Joint key and source pixel coordinates

ID	Joint	x, y

P02 · subject · James

3D: needsReview · 2D: needsReview

Joint key and source pixel coordinates

ID	Joint	x, y
4	center_head	1050.9, 236.7
3	center_shoulder	1067.7, 279.5
14	left_ankle	1025.0, 773.4
7	left_elbow	1165.6, 516.6
12	left_hip	1162.7, 508.9
13	left_knee	1130.4, 682.4
6	left_shoulder	1155.8, 312.6
8	left_wrist	1040.2, 610.3
17	right_ankle	960.2, 788.3
10	right_elbow	837.3, 284.2
15	right_hip	1028.3, 480.3
16	right_knee	881.5, 582.4
9	right_shoulder	979.3, 262.3
11	right_wrist	718.3, 299.7
1	root	1091.7, 493.8
2	spine	1088.5, 380.6
5	top_head	1052.4, 159.1

Joint key and source pixel coordinates

ID	Joint	x, y
14	left_ankle	975.8, 807.7
7	left_elbow	1151.7, 522.2
12	left_hip	1176.1, 542.6
6	left_shoulder	1179.1, 319.3
8	left_wrist	1003.5, 566.1
18	neck	1083.5, 274.5
19	nose	1032.4, 236.5
10	right_elbow	903.3, 278.3
9	right_shoulder	988.0, 229.8
11	right_wrist	713.5, 308.4
1	root	868.1, 298.8

P02 · reference · Damien

3D: needsReview · 2D: noPose

Joint key and source pixel coordinates

ID	Joint	x, y
4	center_head	968.3, 427.6
3	center_shoulder	989.4, 463.1
14	left_ankle	1040.8, 726.9
7	left_elbow	1016.5, 684.2
12	left_hip	1029.8, 679.8
13	left_knee	898.3, 812.3
6	left_shoulder	1039.8, 504.2
8	left_wrist	874.2, 697.8
17	right_ankle	937.1, 703.3
10	right_elbow	835.0, 425.8
15	right_hip	962.3, 606.5
16	right_knee	828.0, 610.6
9	right_shoulder	934.1, 431.8
11	right_wrist	755.7, 404.1
1	root	993.0, 639.9
2	spine	1009.1, 552.1
5	top_head	964.4, 373.8

Joint key and source pixel coordinates

ID	Joint	x, y

P03 · subject · James

3D: needsReview · 2D: needsReview

Joint key and source pixel coordinates

ID	Joint	x, y
4	center_head	942.5, 397.5
3	center_shoulder	895.2, 413.6
14	left_ankle	-12069.6, -12497.2
7	left_elbow	946.0, 638.4
12	left_hip	652.4, 356.9
13	left_knee	194.6, -633.2
6	left_shoulder	969.9, 462.4
8	left_wrist	856.6, 752.6
17	right_ankle	-531.8, -642.4
10	right_elbow	720.1, 457.2
15	right_hip	581.2, 287.3
16	right_knee	277.9, -340.3
9	right_shoulder	827.2, 397.2
11	right_wrist	694.6, 480.5
1	root	610.6, 316.0
2	spine	763.5, 400.9
5	top_head	962.7, 377.8

Joint key and source pixel coordinates

ID	Joint	x, y
7	left_elbow	1004.9, 522.0
6	left_shoulder	988.5, 440.2
8	left_wrist	991.8, 490.6
18	neck	904.9, 418.6
19	nose	959.4, 402.9
10	right_elbow	722.4, 426.9
9	right_shoulder	821.3, 397.0
11	right_wrist	771.9, 431.5

P03 · reference · Damien

3D: noPose · 2D: noPose

Joint key and source pixel coordinates

ID	Joint	x, y

Joint key and source pixel coordinates

ID	Joint	x, y

P04 · subject · James

3D: needsReview · 2D: ambiguous

Joint key and source pixel coordinates

ID	Joint	x, y
4	center_head	654.2, 496.4
3	center_shoulder	637.8, 515.8
14	left_ankle	697.0, 711.9
7	left_elbow	691.9, 589.0
12	left_hip	643.3, 628.3
13	left_knee	746.5, 611.6
6	left_shoulder	667.1, 532.4
8	left_wrist	724.8, 599.0
17	right_ankle	549.1, 769.7
10	right_elbow	583.1, 552.3
15	right_hip	577.5, 624.6
16	right_knee	636.6, 606.2
9	right_shoulder	607.1, 502.9
11	right_wrist	657.9, 539.9
1	root	613.8, 626.7
2	spine	610.2, 569.2
5	top_head	665.6, 478.8

Joint key and source pixel coordinates

ID	Joint	x, y

P04 · reference · Damien

3D: noPose · 2D: noPose

Joint key and source pixel coordinates

ID	Joint	x, y

Joint key and source pixel coordinates

ID	Joint	x, y

P05 · subject · James

3D: needsReview · 2D: needsReview

Joint key and source pixel coordinates

ID	Joint	x, y
4	center_head	999.1, 475.7
3	center_shoulder	976.7, 500.0
14	left_ankle	862.2, 681.1
7	left_elbow	1020.8, 615.4
12	left_hip	912.7, 635.7
13	left_knee	973.2, 775.3
6	left_shoulder	1006.1, 533.3
8	left_wrist	1046.1, 630.9
17	right_ankle	718.6, 625.2
10	right_elbow	874.6, 442.2
15	right_hip	853.0, 577.6
16	right_knee	823.7, 670.8
9	right_shoulder	946.7, 469.2
11	right_wrist	903.4, 488.5
1	root	884.0, 607.7
2	spine	924.2, 551.8
5	top_head	1008.1, 456.4

Joint key and source pixel coordinates

ID	Joint	x, y
14	left_ankle	863.2, 739.8
7	left_elbow	1036.5, 612.6
12	left_hip	958.5, 648.9
13	left_knee	969.2, 743.9
6	left_shoulder	1034.1, 519.9
8	left_wrist	1040.1, 651.5
18	neck	973.3, 491.5
19	nose	1011.6, 470.3
10	right_elbow	842.9, 483.5
9	right_shoulder	912.4, 463.1
1	root	786.7, 504.5

P05 · reference · Damien

3D: needsReview · 2D: noPose

Joint key and source pixel coordinates

ID	Joint	x, y
4	center_head	1114.2, 538.8
3	center_shoulder	1078.6, 554.1
14	left_ankle	969.8, 668.6
7	left_elbow	1083.3, 687.2
12	left_hip	983.6, 654.0
13	left_knee	996.4, 765.0
6	left_shoulder	1104.0, 597.2
8	left_wrist	1056.8, 670.3
17	right_ankle	942.6, 684.3
10	right_elbow	951.8, 510.8
15	right_hip	943.7, 596.8
16	right_knee	876.7, 658.6
9	right_shoulder	1046.3, 515.0
11	right_wrist	979.8, 570.8
1	root	964.1, 626.0
2	spine	1009.5, 583.5
5	top_head	1151.0, 508.6

Joint key and source pixel coordinates

ID	Joint	x, y

P06 · subject · James

3D: needsReview · 2D: needsReview

Joint key and source pixel coordinates

ID	Joint	x, y
4	center_head	1526.5, 409.3
3	center_shoulder	1506.2, 435.4
14	left_ankle	1463.8, 608.8
7	left_elbow	1544.4, 544.2
12	left_hip	1474.9, 563.8
13	left_knee	1515.0, 675.8
6	left_shoulder	1545.9, 459.7
8	left_wrist	1503.3, 562.1
17	right_ankle	1398.3, 617.0
10	right_elbow	1383.2, 429.7
15	right_hip	1410.0, 533.3
16	right_knee	1359.0, 606.4
9	right_shoulder	1463.9, 419.9
11	right_wrist	1345.2, 429.9
1	root	1442.2, 548.4
2	spine	1465.5, 490.9
5	top_head	1545.1, 376.9

Joint key and source pixel coordinates

ID	Joint	x, y
7	left_elbow	1547.3, 563.0
12	left_hip	1476.1, 572.1
13	left_knee	1515.7, 671.9
6	left_shoulder	1561.9, 460.7
8	left_wrist	1501.8, 565.0
18	neck	1505.6, 434.8
19	nose	1534.8, 408.1
17	right_ankle	1252.6, 539.1
10	right_elbow	1377.0, 423.5
16	right_knee	1317.4, 443.1
9	right_shoulder	1449.4, 408.9
11	right_wrist	1318.5, 428.2
1	root	1333.1, 431.1

P06 · reference · Damien

3D: needsReview · 2D: needsReview

Joint key and source pixel coordinates

ID	Joint	x, y
4	center_head	998.8, 413.6
3	center_shoulder	956.5, 431.4
14	left_ankle	827.8, 547.4
7	left_elbow	968.4, 565.4
12	left_hip	846.8, 534.2
13	left_knee	899.0, 652.5
6	left_shoulder	981.1, 472.6
8	left_wrist	1025.5, 554.2
17	right_ankle	669.0, 559.1
10	right_elbow	807.0, 398.5
15	right_hip	787.2, 485.6
16	right_knee	674.1, 587.6
9	right_shoulder	924.0, 395.3
11	right_wrist	728.5, 441.2
1	root	818.9, 511.4
2	spine	873.3, 462.8
5	top_head	1034.9, 378.6

Joint key and source pixel coordinates

ID	Joint	x, y
7	left_elbow	990.2, 564.1
12	left_hip	874.8, 538.2
6	left_shoulder	1024.7, 491.3
8	left_wrist	988.6, 590.9
18	neck	965.4, 441.7
19	nose	1020.6, 426.8
17	right_ankle	653.4, 574.5
10	right_elbow	813.5, 393.9
15	right_hip	788.6, 475.5
16	right_knee	707.4, 425.2
9	right_shoulder	906.0, 392.1
11	right_wrist	756.5, 410.8
1	root	831.7, 506.8