Eyeglass Finder: near misses

These are the 20 highest-scoring faces below the eyeglasses cutoff: scores 0.60 to 0.89, cutoff 0.90. They are kept for manual review, to spot eyeglasses the classifier missed. 1 of them is left out of this page because the source image is not on Wikimedia Commons.

Code and full run report on GitHub · The finds · Image credits: CREDITS.md

Face crop, image_id 6115
image_id: 6115
eyeglasses_proba: 0.89
detector_conf: 0.84
is_target: False
sunglasses_prediction: False
face_size: [104, 143]
face_bbox: [91, 37, 195, 180]
source: file page
Face crop, image_id 36330
image_id: 36330
eyeglasses_proba: 0.88
detector_conf: 0.88
is_target: False
sunglasses_prediction: False
face_size: [116, 161]
face_bbox: [100, 74, 216, 235]
source: file page
Face crop, image_id 29377
image_id: 29377
eyeglasses_proba: 0.87
detector_conf: 0.87
is_target: False
sunglasses_prediction: False
face_size: [112, 144]
face_bbox: [89, 75, 202, 220]
source: file page
Face crop, image_id 12590
image_id: 12590
eyeglasses_proba: 0.86
detector_conf: 0.77
is_target: False
sunglasses_prediction: False
face_size: [105, 147]
face_bbox: [100, 79, 206, 227]
source: file page
Face crop, image_id 17062
image_id: 17062
eyeglasses_proba: 0.84
detector_conf: 0.87
is_target: False
sunglasses_prediction: False
face_size: [105, 150]
face_bbox: [102, 53, 207, 203]
source: file page
Face crop, image_id 5743
image_id: 5743
eyeglasses_proba: 0.82
detector_conf: 0.89
is_target: False
sunglasses_prediction: False
face_size: [100, 142]
face_bbox: [88, 69, 188, 212]
source: file page
Face crop, image_id 17472
image_id: 17472
eyeglasses_proba: 0.82
detector_conf: 0.85
is_target: False
sunglasses_prediction: False
face_size: [111, 159]
face_bbox: [88, 76, 199, 235]
source: file page
Face crop, image_id 16040
image_id: 16040
eyeglasses_proba: 0.82
detector_conf: 0.88
is_target: False
sunglasses_prediction: False
face_size: [102, 165]
face_bbox: [124, 85, 226, 250]
source: file page
Face crop, image_id 23096
image_id: 23096
eyeglasses_proba: 0.78
detector_conf: 0.89
is_target: False
sunglasses_prediction: False
face_size: [107, 144]
face_bbox: [101, 40, 209, 185]
source: file page
Face crop, image_id 4453
image_id: 4453
eyeglasses_proba: 0.76
detector_conf: 0.86
is_target: False
sunglasses_prediction: False
face_size: [116, 162]
face_bbox: [98, 143, 214, 305]
source: file page
Face crop, image_id 31365
image_id: 31365
eyeglasses_proba: 0.72
detector_conf: 0.75
is_target: False
sunglasses_prediction: False
face_size: [163, 378]
face_bbox: [3, 6, 167, 384]
source: file page
Face crop, image_id 36970
image_id: 36970
eyeglasses_proba: 0.68
detector_conf: 0.87
is_target: False
sunglasses_prediction: False
face_size: [105, 153]
face_bbox: [111, 94, 217, 247]
source: file page
Face crop, image_id 3297
image_id: 3297
eyeglasses_proba: 0.68
detector_conf: 0.75
is_target: False
sunglasses_prediction: False
face_size: [111, 169]
face_bbox: [106, 67, 217, 237]
source: file page
Face crop, image_id 33480
image_id: 33480
eyeglasses_proba: 0.66
detector_conf: 0.88
is_target: False
sunglasses_prediction: False
face_size: [120, 170]
face_bbox: [91, 70, 212, 240]
source: file page
Face crop, image_id 5505
image_id: 5505
eyeglasses_proba: 0.63
detector_conf: 0.85
is_target: False
sunglasses_prediction: False
face_size: [107, 160]
face_bbox: [75, 88, 183, 249]
source: file page
Face crop, image_id 1543
image_id: 1543
eyeglasses_proba: 0.61
detector_conf: 0.89
is_target: False
sunglasses_prediction: False
face_size: [120, 157]
face_bbox: [78, 85, 199, 243]
source: file page
Face crop, image_id 4464
image_id: 4464
eyeglasses_proba: 0.60
detector_conf: 0.76
is_target: False
sunglasses_prediction: False
face_size: [215, 176]
face_bbox: [77, 0, 292, 176]
source: file page
Face crop, image_id 7397
image_id: 7397
eyeglasses_proba: 0.60
detector_conf: 0.82
is_target: False
sunglasses_prediction: False
face_size: [100, 140]
face_bbox: [63, 79, 164, 220]
source: file page
Face crop, image_id 25373
image_id: 25373
eyeglasses_proba: 0.60
detector_conf: 0.88
is_target: False
sunglasses_prediction: False
face_size: [106, 139]
face_bbox: [113, 70, 220, 209]
source: file page