Eyeglass Finder: finds confirmed in a blind visual review

The pipeline flagged 44 faces at or above the 0.90 eyeglasses cutoff in run run_2026-10-19_01-20-39, a blind visual review confirmed 43, and this gallery shows the 38 confirmed finds scored 0.97 or above, sorted by score.

Code, method and full run report on GitHub ยท Near misses below the cutoff

Each card shows the eyeglasses score (eyeglasses_proba), the face-detector confidence (detector_conf), the face size in pixels and a link to the source file page. Image credits: CREDITS.md.

Face crop, image_id 31331
image_id: 31331
eyeglasses_proba: 1.00
detector_conf: 0.92
is_target: True
sunglasses_prediction: False
face_size: [114, 164]
face_bbox: [95, 49, 209, 214]
source: file page
Face crop, image_id 23751
image_id: 23751
eyeglasses_proba: 1.00
detector_conf: 0.92
is_target: True
sunglasses_prediction: False
face_size: [103, 156]
face_bbox: [30, 46, 134, 203]
source: file page
Face crop, image_id 20109
image_id: 20109
eyeglasses_proba: 1.00
detector_conf: 0.91
is_target: True
sunglasses_prediction: False
face_size: [104, 143]
face_bbox: [115, 68, 220, 212]
source: file page
Face crop, image_id 5401
image_id: 5401
eyeglasses_proba: 1.00
detector_conf: 0.88
is_target: True
sunglasses_prediction: False
face_size: [111, 137]
face_bbox: [59, 80, 171, 217]
source: file page
Face crop, image_id 5578
image_id: 5578
eyeglasses_proba: 1.00
detector_conf: 0.88
is_target: True
sunglasses_prediction: False
face_size: [102, 131]
face_bbox: [86, 70, 188, 201]
source: file page
Face crop, image_id 25431
image_id: 25431
eyeglasses_proba: 1.00
detector_conf: 0.88
is_target: True
sunglasses_prediction: False
face_size: [104, 158]
face_bbox: [79, 84, 184, 242]
source: file page
Face crop, image_id 29163
image_id: 29163
eyeglasses_proba: 1.00
detector_conf: 0.89
is_target: True
sunglasses_prediction: False
face_size: [107, 155]
face_bbox: [88, 57, 196, 213]
source: file page
Face crop, image_id 114
image_id: 114
eyeglasses_proba: 1.00
detector_conf: 0.89
is_target: True
sunglasses_prediction: False
face_size: [102, 141]
face_bbox: [79, 61, 181, 202]
source: file page
Face crop, image_id 2246
image_id: 2246
eyeglasses_proba: 1.00
detector_conf: 0.91
is_target: True
sunglasses_prediction: False
face_size: [103, 154]
face_bbox: [96, 67, 199, 222]
source: file page
Face crop, image_id 13154
image_id: 13154
eyeglasses_proba: 1.00
detector_conf: 0.89
is_target: True
sunglasses_prediction: False
face_size: [107, 153]
face_bbox: [168, 42, 276, 196]
source: file page
Face crop, image_id 35819
image_id: 35819
eyeglasses_proba: 1.00
detector_conf: 0.90
is_target: True
sunglasses_prediction: False
face_size: [105, 145]
face_bbox: [105, 72, 210, 217]
source: file page
Face crop, image_id 2200
image_id: 2200
eyeglasses_proba: 1.00
detector_conf: 0.90
is_target: True
sunglasses_prediction: False
face_size: [109, 152]
face_bbox: [74, 111, 184, 264]
source: file page
Face crop, image_id 23659
image_id: 23659
eyeglasses_proba: 1.00
detector_conf: 0.87
is_target: True
sunglasses_prediction: False
face_size: [103, 133]
face_bbox: [90, 73, 193, 206]
source: file page
Face crop, image_id 19090
image_id: 19090
eyeglasses_proba: 1.00
detector_conf: 0.89
is_target: True
sunglasses_prediction: False
face_size: [116, 143]
face_bbox: [124, 47, 241, 190]
source: file page
Face crop, image_id 23503
image_id: 23503
eyeglasses_proba: 1.00
detector_conf: 0.87
is_target: True
sunglasses_prediction: False
face_size: [108, 140]
face_bbox: [115, 36, 223, 177]
source: file page
Face crop, image_id 7
image_id: 7
eyeglasses_proba: 1.00
detector_conf: 0.90
is_target: True
sunglasses_prediction: False
face_size: [103, 142]
face_bbox: [106, 90, 209, 232]
source: file page
Face crop, image_id 29675
image_id: 29675
eyeglasses_proba: 1.00
detector_conf: 0.88
is_target: True
sunglasses_prediction: False
face_size: [105, 138]
face_bbox: [94, 45, 200, 184]
source: file page
Face crop, image_id 4596
image_id: 4596
eyeglasses_proba: 1.00
detector_conf: 0.89
is_target: True
sunglasses_prediction: False
face_size: [112, 151]
face_bbox: [137, 55, 250, 207]
source: file page
Face crop, image_id 22445
image_id: 22445
eyeglasses_proba: 1.00
detector_conf: 0.92
is_target: True
sunglasses_prediction: False
face_size: [119, 147]
face_bbox: [86, 69, 205, 217]
source: file page
Face crop, image_id 19288
image_id: 19288
eyeglasses_proba: 1.00
detector_conf: 0.91
is_target: True
sunglasses_prediction: False
face_size: [110, 146]
face_bbox: [128, 80, 238, 227]
source: file page
Face crop, image_id 31641
image_id: 31641
eyeglasses_proba: 1.00
detector_conf: 0.87
is_target: True
sunglasses_prediction: False
face_size: [110, 166]
face_bbox: [105, 78, 216, 245]
source: file page
Face crop, image_id 38564
image_id: 38564
eyeglasses_proba: 1.00
detector_conf: 0.92
is_target: True
sunglasses_prediction: False
face_size: [116, 153]
face_bbox: [97, 63, 214, 216]
source: file page
Face crop, image_id 9648
image_id: 9648
eyeglasses_proba: 1.00
detector_conf: 0.89
is_target: True
sunglasses_prediction: False
face_size: [107, 137]
face_bbox: [106, 61, 213, 198]
source: file page
Face crop, image_id 21183
image_id: 21183
eyeglasses_proba: 1.00
detector_conf: 0.84
is_target: True
sunglasses_prediction: False
face_size: [104, 149]
face_bbox: [110, 71, 214, 220]
source: file page
Face crop, image_id 11582
image_id: 11582
eyeglasses_proba: 0.99
detector_conf: 0.89
is_target: True
sunglasses_prediction: False
face_size: [119, 150]
face_bbox: [97, 60, 216, 210]
source: file page
Face crop, image_id 34415
image_id: 34415
eyeglasses_proba: 0.99
detector_conf: 0.89
is_target: True
sunglasses_prediction: False
face_size: [108, 154]
face_bbox: [100, 44, 208, 198]
source: file page
Face crop, image_id 17338
image_id: 17338
eyeglasses_proba: 0.99
detector_conf: 0.90
is_target: True
sunglasses_prediction: False
face_size: [100, 139]
face_bbox: [82, 102, 183, 242]
source: file page
Face crop, image_id 34256
image_id: 34256
eyeglasses_proba: 0.99
detector_conf: 0.89
is_target: True
sunglasses_prediction: False
face_size: [124, 152]
face_bbox: [106, 97, 231, 250]
source: file page
Face crop, image_id 26212
image_id: 26212
eyeglasses_proba: 0.99
detector_conf: 0.91
is_target: True
sunglasses_prediction: False
face_size: [102, 118]
face_bbox: [112, 69, 214, 188]
source: file page
Face crop, image_id 24305
image_id: 24305
eyeglasses_proba: 0.99
detector_conf: 0.89
is_target: True
sunglasses_prediction: False
face_size: [113, 160]
face_bbox: [75, 56, 189, 217]
source: file page
Face crop, image_id 18465
image_id: 18465
eyeglasses_proba: 0.99
detector_conf: 0.89
is_target: True
sunglasses_prediction: False
face_size: [103, 159]
face_bbox: [95, 48, 199, 207]
source: file page
Face crop, image_id 17163
image_id: 17163
eyeglasses_proba: 0.98
detector_conf: 0.89
is_target: True
sunglasses_prediction: False
face_size: [102, 138]
face_bbox: [100, 90, 203, 229]
source: file page
Face crop, image_id 21316
image_id: 21316
eyeglasses_proba: 0.98
detector_conf: 0.89
is_target: True
sunglasses_prediction: False
face_size: [102, 140]
face_bbox: [79, 38, 182, 179]
source: file page
Face crop, image_id 10755
image_id: 10755
eyeglasses_proba: 0.98
detector_conf: 0.89
is_target: True
sunglasses_prediction: False
face_size: [111, 150]
face_bbox: [86, 53, 198, 203]
source: file page
Face crop, image_id 39224
image_id: 39224
eyeglasses_proba: 0.98
detector_conf: 0.90
is_target: True
sunglasses_prediction: False
face_size: [113, 149]
face_bbox: [157, 100, 271, 250]
source: file page
Face crop, image_id 29796
image_id: 29796
eyeglasses_proba: 0.97
detector_conf: 0.90
is_target: True
sunglasses_prediction: False
face_size: [110, 152]
face_bbox: [91, 80, 202, 232]
source: file page
Face crop, image_id 25754
image_id: 25754
eyeglasses_proba: 0.97
detector_conf: 0.89
is_target: True
sunglasses_prediction: False
face_size: [107, 139]
face_bbox: [102, 70, 210, 210]
source: file page
Face crop, image_id 30282
image_id: 30282
eyeglasses_proba: 0.97
detector_conf: 0.89
is_target: True
sunglasses_prediction: False
face_size: [113, 152]
face_bbox: [98, 32, 211, 184]
source: file page