Step Localization Review — final

Step 1 page 8

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Required parts

30029

×1

3023

×1

Video segment: 0:00 – 0:21 (21s) · 20 frames sampled

t = 0.0s

0 detections

t = 1.1s

0 detections

t = 2.3s

0 detections

t = 3.4s

0 detections

t = 4.5s

0 detections

t = 5.6s

1 detection

↕

30029

0.81

t = 6.8s

1 detection

↕

30029

0.80

t = 7.9s

1 detection

↕

30029

0.93

t = 9.0s

1 detection

↕

30029

0.84

t = 10.2s

0 detections

t = 11.3s

0 detections

t = 12.4s

0 detections

t = 13.5s

0 detections

t = 14.7s

0 detections

t = 15.8s

0 detections

t = 16.9s

0 detections

t = 18.1s

1 detection

↕

30029

0.69

t = 19.2s

1 detection

↕

30029

0.73

t = 20.3s

1 detection

↕

30029

0.67

Expected: 30029×1 ✓ (7f)3023×1 miss

Result: found 1/2

Step 2 page 8

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Required parts

35480

×1

36841

×2

Video segment: 0:00 – 0:23 (23s) · 20 frames sampled

t = 0.0s

0 detections

t = 1.2s

0 detections

t = 2.5s

0 detections

t = 3.7s

0 detections

t = 4.9s

0 detections

t = 6.2s

0 detections

t = 7.4s

0 detections

t = 8.6s

0 detections

t = 9.8s

0 detections

t = 11.1s

0 detections

t = 12.3s

0 detections

t = 13.5s

0 detections

t = 14.8s

0 detections

t = 16.0s

0 detections

t = 17.2s

0 detections

t = 18.5s

0 detections

t = 19.7s

0 detections

t = 20.9s

0 detections

t = 22.1s

0 detections

Expected: 35480×1 miss36841×2 miss

Result: found 0/2

Step 3 page 9

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Required parts

20482

×2

Video segment: 0:00 – 0:17 (18s) · 20 frames sampled

t = 0.0s

2 detections

↕

20482

0.37

↕

20482

0.29

t = 0.9s

0 detections

t = 1.9s

0 detections

t = 2.8s

1 detection

↕

20482

0.40

t = 3.8s

1 detection

↕

20482

0.45

t = 4.7s

1 detection

↕

20482

0.38

t = 5.7s

1 detection

↕

20482

0.50

t = 6.6s

0 detections

t = 7.5s

0 detections

t = 8.5s

0 detections

t = 9.4s

2 detections

↕

20482

0.41

↕

20482

0.31

t = 10.4s

1 detection

↕

20482

0.38

t = 11.3s

2 detections

↕

20482

0.44

↕

20482

0.25

t = 12.3s

1 detection

↕

20482

0.31

t = 13.2s

0 detections

t = 14.1s

0 detections

t = 15.1s

1 detection

↕

20482

0.27

t = 16.0s

1 detection

↕

20482

0.27

t = 17.0s

2 detections

↕

20482

0.33

↕

20482

0.32

Expected: 20482×2 ✓ (16f)

Result: found 1/1

Step 4 page 9

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Required parts

3710

×2

99781

×2

Video segment: 0:00 – 0:37 (38s) · 20 frames sampled

t = 0.0s

0 detections

t = 2.0s

1 detection

↕

99781

0.42

t = 4.0s

0 detections

t = 6.0s

0 detections

t = 8.0s

0 detections

t = 10.0s

0 detections

t = 12.0s

0 detections

t = 14.0s

0 detections

t = 16.0s

0 detections

t = 18.0s

0 detections

t = 20.0s

0 detections

t = 22.0s

0 detections

t = 24.0s

0 detections

t = 25.9s

0 detections

t = 27.9s

0 detections

t = 29.9s

0 detections

t = 31.9s

0 detections

t = 33.9s

0 detections

t = 35.9s

0 detections

Expected: 3710×2 miss99781×2 ✓ (1f)

Result: found 1/2

Step 5 page 10

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Required parts

3023

×1

3666

×2

Video segment: 0:00 – 0:22 (22s) · 20 frames sampled

t = 0.0s

1 detection

↕

3666

0.60

t = 1.2s

1 detection

↕

3666

0.62

t = 2.3s

1 detection

↕

3666

0.55

t = 3.5s

1 detection

↕

3666

0.47

t = 4.7s

1 detection

↕

3666

0.44

t = 5.9s

1 detection

↕

3666

0.54

t = 7.0s

1 detection

↕

3666

0.40

t = 8.2s

0 detections

t = 9.4s

1 detection

↕

3666

0.90

t = 10.6s

0 detections

t = 11.7s

0 detections

t = 12.9s

1 detection

↕

3666

0.85

t = 14.1s

0 detections

t = 15.3s

0 detections

t = 16.4s

0 detections

t = 17.6s

0 detections

t = 18.8s

0 detections

t = 20.0s

0 detections

t = 21.1s

0 detections

Expected: 3023×1 miss3666×2 ✓ (9f)

Result: found 1/2

Step 6 page 10

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Required parts

36840

×2

Video segment: 0:00 – 0:19 (19s) · 20 frames sampled

t = 0.0s

2 detections

↕

36840

0.67

↕

36840

0.32

t = 1.0s

2 detections

↕

36840

0.69

↕

36840

0.28

t = 2.0s

1 detection

↕

36840

0.27

t = 3.1s

1 detection

↕

36840

0.48

t = 4.1s

1 detection

↕

36840

0.66

t = 5.1s

0 detections

t = 6.1s

0 detections

t = 7.2s

0 detections

t = 8.2s

2 detections

↕

36840

0.73

↕

36840

0.29

t = 9.2s

2 detections

↕

36840

0.54

↕

36840

0.32

t = 10.2s

1 detection

↕

36840

0.54

t = 11.3s

1 detection

↕

36840

0.34

t = 12.3s

0 detections

t = 13.3s

0 detections

t = 14.3s

0 detections

t = 15.3s

0 detections

t = 16.4s

0 detections

t = 17.4s

3 detections

↕

36840

0.83

↕

36840

0.32

↕

36840

0.29

t = 18.4s

3 detections

↕

36840

0.55

↕

36840

0.41

↕

36840

0.39

Expected: 36840×2 ✓ (19f)

Result: found 1/1

Step 7 page 11

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Required parts

3022

×1

3710

×1

Video segment: 0:00 – 0:18 (18s) · 20 frames sampled

t = 0.0s

0 detections

t = 1.0s

0 detections

t = 1.9s

0 detections

t = 2.9s

0 detections

t = 3.8s

0 detections

t = 4.8s

0 detections

t = 5.7s

0 detections

t = 6.7s

0 detections

t = 7.6s

0 detections

t = 8.6s

0 detections

t = 9.5s

0 detections

t = 10.5s

0 detections

t = 11.4s

0 detections

t = 12.4s

0 detections

t = 13.3s

0 detections

t = 14.3s

0 detections

t = 15.2s

0 detections

t = 16.2s

0 detections

t = 17.2s

0 detections

Expected: 3022×1 miss3710×1 miss

Result: found 0/2

Step 8 page 11

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Required parts

28802

×2

3024

×2

Video segment: 0:00 – 0:52 (52s) · 20 frames sampled

t = 0.0s

0 detections

t = 2.8s

0 detections

t = 5.5s

0 detections

t = 8.3s

0 detections

t = 11.0s

0 detections

t = 13.8s

0 detections

t = 16.5s

1 detection

↕

28802

0.25

t = 19.3s

0 detections

t = 22.0s

0 detections

t = 24.8s

0 detections

t = 27.5s

0 detections

t = 30.3s

0 detections

t = 33.1s

0 detections

t = 35.8s

0 detections

t = 38.6s

0 detections

t = 41.3s

1 detection

↕

28802

0.28

t = 44.1s

2 detections

↕

28802

0.44

↕

28802

0.28

t = 46.8s

0 detections

t = 49.6s

0 detections

Expected: 28802×2 ✓ (4f)3024×2 miss

Result: found 1/2

Step 9 page 12

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Required parts

4032a

×2

99780

×2

Video segment: 0:00 – 0:01 (1s) · 20 frames sampled

t = 0.0s

0 detections

t = 0.1s

0 detections

t = 0.1s

0 detections

t = 0.2s

0 detections

t = 0.3s

0 detections

t = 0.3s

0 detections

t = 0.4s

0 detections

t = 0.4s

0 detections

t = 0.5s

0 detections

t = 0.6s

0 detections

t = 0.6s

0 detections

t = 0.7s

0 detections

t = 0.8s

0 detections

t = 0.8s

1 detection

↕

4032a

0.34

t = 0.9s

1 detection

↕

4032a

0.34

t = 1.0s

1 detection

↕

4032a

0.29

t = 1.0s

0 detections

t = 1.1s

1 detection

↕

4032a

0.38

t = 1.2s

1 detection

↕

4032a

0.56

Expected: 4032a×2 ✓ (5f)99780×2 miss

Result: found 1/2

Weights	`/root/.openclaw/workspace/assemble-anything/prototypes/synthetic_objects_yolo/outputs/phase3/runs/final_10view/weights/best.pt`
Model label	`final_10view`
Conf threshold	`≥0.25`
Frames / step	`20`
Generated	2026-04-06 01:19 UTC