01 · Original site frame (fixed before prediction inspection)
0000026_00500_d_0000025.jpg
Matched objects 1 → 11 (+10); false alarms 0 → 2; fine-tuned misses 4/15. 10 newly matched objects and 0 lost matches at this display threshold.
12 selected cases, six shared categories. Confidence ≥ 0.25; matching IoU ≥ 0.5. Ground truth (lime), matched detections (green), false alarms (orange), ignored detections (gray). Click images for full-size views. Counts use category-aware COCO matching with crowd ignores. Ignore-region outlines are available in the interactive website, not these static panels. Cases show selected extremes, not average performance.
0000026_00500_d_0000025.jpg
Matched objects 1 → 11 (+10); false alarms 0 → 2; fine-tuned misses 4/15. 10 newly matched objects and 0 lost matches at this display threshold.
0000242_00627_d_0000003.jpg
Matched objects 2 → 9 (+7); false alarms 1 → 6; fine-tuned misses 30/39. 7 newly matched objects and 0 lost matches at this display threshold.
0000194_00800_d_0000123.jpg
Matched objects 2 → 6 (+4); false alarms 2 → 5; fine-tuned misses 36/42. 4 newly matched objects and 0 lost matches at this display threshold.
0000129_02411_d_0000138.jpg
Matched objects 0 → 77 (+77); false alarms 0 → 39; fine-tuned misses 89/166. 77 newly matched objects and 0 lost matches at this display threshold.
0000271_06001_d_0000402.jpg
Matched objects 9 → 61 (+52); false alarms 2 → 32; fine-tuned misses 90/151. 52 newly matched objects and 0 lost matches at this display threshold.
0000295_02000_d_0000031.jpg
Matched objects 3 → 54 (+51); false alarms 1 → 19; fine-tuned misses 252/306. 51 newly matched objects and 0 lost matches at this display threshold.
0000103_01734_d_0000028.jpg
Matched objects 4 → 0 (-4); false alarms 1 → 1; fine-tuned misses 4/4. 0 newly matched objects and 4 lost matches at this display threshold.
0000023_01233_d_0000011.jpg
Matched objects 5 → 2 (-3); false alarms 2 → 4; fine-tuned misses 12/14. 1 newly matched objects and 4 lost matches at this display threshold.
0000024_00500_d_0000013.jpg
Matched objects 4 → 2 (-2); false alarms 1 → 2; fine-tuned misses 8/10. 0 newly matched objects and 2 lost matches at this display threshold.
0000291_03801_d_0000887.jpg
Matched objects 1 → 10 (+9); false alarms 1 → 10; fine-tuned misses 169/179. 9 newly matched objects and 0 lost matches at this display threshold.
0000086_01954_d_0000005.jpg
Matched objects 0 → 17 (+17); false alarms 0 → 30; fine-tuned misses 156/173. 17 newly matched objects and 0 lost matches at this display threshold.
0000001_08414_d_0000013.jpg
Matched objects 1 → 16 (+15); false alarms 0 → 10; fine-tuned misses 138/154. 15 newly matched objects and 0 lost matches at this display threshold.
