Constrained YOLO visual report — IMG_0174

Instruction step images, callouts, annotated sampled frames, and extracted crops from the checkpoint-backed constrained run.

Run

Full coverage
2/9
Partial coverage
6/9
No coverage
1/9
Worst FP
18986
126 raw detections

Step 1 partial

Expected parts: 30029, 3023 · Hit frames: 5/7 · Missing: 3023

Expected part references
30029
missing image
3023
missing image
step_001_correct_0 t=0.00s
Filtered detections: 30029 0.99
30029
conf 0.99
step_001_correct_0 t=3.05s
Filtered detections: none
step_001_correct_0 t=6.11s
Filtered detections: 30029 0.91
30029
conf 0.91
step_001_correct_0 t=9.18s
Filtered detections: 30029 0.88
30029
conf 0.88
step_001_correct_0 t=12.23s
Filtered detections: none
step_001_correct_0 t=15.30s
Filtered detections: 30029 0.92
30029
conf 0.92
step_001_correct_0 t=18.35s
Filtered detections: 30029 0.96
30029
conf 0.96

Step 2 partial

Expected parts: 35480, 36841 · Hit frames: 2/14 · Missing: 35480

Expected part references
35480
missing image
36841
missing image
step_002_correct_1 t=0.00s
Filtered detections: 36841 0.53
36841
conf 0.53
step_002_correct_1 t=3.69s
Filtered detections: 36841 0.27
36841
conf 0.27
step_002_correct_1 t=7.38s
Filtered detections: none
step_002_correct_1 t=11.08s
Filtered detections: none
step_002_correct_1 t=14.77s
Filtered detections: none
step_002_correct_1 t=18.47s
Filtered detections: none
step_002_correct_1 t=22.16s
Filtered detections: none
step_002_corrected_2 t=0.00s
Filtered detections: none
step_002_corrected_2 t=3.34s
Filtered detections: none
step_002_corrected_2 t=6.67s
Filtered detections: none
step_002_corrected_2 t=10.01s
Filtered detections: none
step_002_corrected_2 t=13.35s
Filtered detections: none
step_002_corrected_2 t=16.69s
Filtered detections: none
step_002_corrected_2 t=20.02s
Filtered detections: none

Step 3 none

Expected parts: 20482 · Hit frames: 0/7 · Missing: 20482

Expected part references
20482
missing image
step_003_correct_3 t=0.00s
Filtered detections: none
step_003_correct_3 t=2.55s
Filtered detections: none
step_003_correct_3 t=5.11s
Filtered detections: none
step_003_correct_3 t=7.66s
Filtered detections: none
step_003_correct_3 t=10.21s
Filtered detections: none
step_003_correct_3 t=12.77s
Filtered detections: none
step_003_correct_3 t=15.32s
Filtered detections: none

Step 4 partial

Expected parts: 3710, 99781 · Hit frames: 3/7 · Missing: 3710

Expected part references
3710
missing image
99781
missing image
step_004_correct_4 t=0.00s
Filtered detections: none
step_004_correct_4 t=5.41s
Filtered detections: 99781 0.39
99781
conf 0.39
step_004_correct_4 t=10.83s
Filtered detections: 99781 0.31
99781
conf 0.31
step_004_correct_4 t=16.25s
Filtered detections: none
step_004_correct_4 t=21.66s
Filtered detections: none
step_004_correct_4 t=27.08s
Filtered detections: 99781 0.37, 99781 0.34
99781
conf 0.37
99781
conf 0.34
step_004_correct_4 t=32.50s
Filtered detections: none

Step 5 full

Expected parts: 3023, 3666 · Hit frames: 4/7 · Missing: —

Expected part references
3023
missing image
3666
missing image
step_005_correct_5 t=0.00s
Filtered detections: 3666 0.54, 3666 0.38
3666
conf 0.54
3666
conf 0.38
step_005_correct_5 t=3.19s
Filtered detections: 3666 0.40, 3023 0.28, 3666 0.27
3666
conf 0.40
3023
conf 0.28
3666
conf 0.27
step_005_correct_5 t=6.37s
Filtered detections: 3666 0.32, 3023 0.30
3666
conf 0.32
3023
conf 0.30
step_005_correct_5 t=9.56s
Filtered detections: none
step_005_correct_5 t=12.75s
Filtered detections: 3666 0.69, 3666 0.42
3666
conf 0.69
3666
conf 0.42
step_005_correct_5 t=15.93s
Filtered detections: none
step_005_correct_5 t=19.12s
Filtered detections: none

Step 6 full

Expected parts: 36840 · Hit frames: 3/7 · Missing: —

Expected part references
36840
missing image
step_006_correct_6 t=0.00s
Filtered detections: 36840 0.41
36840
conf 0.41
step_006_correct_6 t=2.77s
Filtered detections: none
step_006_correct_6 t=5.56s
Filtered detections: none
step_006_correct_6 t=8.33s
Filtered detections: 36840 0.29
36840
conf 0.29
step_006_correct_6 t=11.11s
Filtered detections: 36840 0.61
36840
conf 0.61
step_006_correct_6 t=13.88s
Filtered detections: none
step_006_correct_6 t=16.67s
Filtered detections: none

Step 7 partial

Expected parts: 3022, 3710 · Hit frames: 7/7 · Missing: 3710

Expected part references
3022
missing image
3710
missing image
step_007_correct_7 t=0.00s
Filtered detections: 3022 0.93, 3022 0.64
3022
conf 0.93
3022
conf 0.64
step_007_correct_7 t=2.59s
Filtered detections: 3022 0.95, 3022 0.71
3022
conf 0.95
3022
conf 0.71
step_007_correct_7 t=5.17s
Filtered detections: 3022 0.93, 3022 0.36
3022
conf 0.93
3022
conf 0.36
step_007_correct_7 t=7.76s
Filtered detections: 3022 0.87
3022
conf 0.87
step_007_correct_7 t=10.36s
Filtered detections: 3022 0.86, 3022 0.28
3022
conf 0.86
3022
conf 0.28
step_007_correct_7 t=12.95s
Filtered detections: 3022 0.51
3022
conf 0.51
step_007_correct_7 t=15.54s
Filtered detections: 3022 0.87
3022
conf 0.87

Step 8 partial

Expected parts: 28802, 3024 · Hit frames: 1/7 · Missing: 3024

Expected part references
28802
missing image
3024
missing image
step_008_correct_8 t=0.00s
Filtered detections: none
step_008_correct_8 t=7.48s
Filtered detections: none
step_008_correct_8 t=14.95s
Filtered detections: 28802 0.31
28802
conf 0.31
step_008_correct_8 t=22.43s
Filtered detections: none
step_008_correct_8 t=29.90s
Filtered detections: none
step_008_correct_8 t=37.38s
Filtered detections: none
step_008_correct_8 t=44.85s
Filtered detections: none

Step 9 partial

Expected parts: 4032a, 99780 · Hit frames: 1/7 · Missing: 99780

Expected part references
4032a
missing image
99780
missing image
step_009_correct_9 t=0.00s
Filtered detections: none
step_009_correct_9 t=0.17s
Filtered detections: 4032a 0.26
4032a
conf 0.26
step_009_correct_9 t=0.33s
Filtered detections: none
step_009_correct_9 t=0.50s
Filtered detections: none
step_009_correct_9 t=0.68s
Filtered detections: none
step_009_correct_9 t=0.85s
Filtered detections: none
step_009_correct_9 t=1.02s
Filtered detections: none