11:38:32 - INFO - Initializing logo detector with embedding model: openai/clip-vit-large-patch14
11:38:32 - INFO - Initializing DetectLogosDETR on device: cuda:0
11:38:32 - INFO - DETR model: No local model found, will download from HuggingFace: Pravallika6/detr-finetuned-logo-detection_v2
11:38:32 - INFO - Loading DETR model: Pravallika6/detr-finetuned-logo-detection_v2
Using a slow image processor as `use_fast` is unset and a slow processor was saved with this model. `use_fast=True` will be the default behavior in v4.52, even if the model was saved with a slow processor. This will result in minor differences in outputs. You'll still be able to use a slow processor with `use_fast=False`.
Device set to use cuda:0
11:38:34 - INFO - Embedding model: No local model found, will download from HuggingFace: openai/clip-vit-large-patch14
11:38:34 - INFO - Loading clip embedding model: openai/clip-vit-large-patch14
Using a slow image processor as `use_fast` is unset and a slow processor was saved with this model. `use_fast=True` will be the default behavior in v4.52, even if the model was saved with a slow processor. This will result in minor differences in outputs. You'll still be able to use a slow processor with `use_fast=False`.
11:38:36 - INFO - DetectLogosDETR initialization complete
11:38:36 - INFO - Loading ground truth from database...
11:38:37 - INFO - Loaded ground truth for 158654 test images
11:38:37 - INFO - Sampling 50 reference logos with 3 refs each...
11:38:37 - INFO - Selected 50 reference logos
11:38:37 - INFO - Computing reference logo embeddings...

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11:38:48 - INFO - Computed 150 embeddings for 50 logos
11:38:48 - INFO - Sampling test images: 5 positive, 20 negative per logo...
11:38:50 - INFO - Selected 1246 unique test images

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Testing:   1%|          | 10/1246 [00:06<11:18,  1.82it/s]You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset

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============================================================
LOGO DETECTION TEST RESULTS
============================================================

Configuration:
  Reference logos sampled:   50
  Refs per logo:             3
  Total reference embeddings:150
  Positive samples per logo: 5
  Negative samples per logo: 20
  Test images processed:     1246
  CLIP similarity threshold: 0.75
  DETR confidence threshold: 0.5
  Matching method:           multi-ref
  Matching margin:           0.05
  Min matching refs:         1
  Similarity aggregation:    mean
  Random seed:               42

Metrics:
  True Positives (correct matches):  96
  False Positives (wrong matches):   99
  False Negatives (missed logos):    162
  Total expected matches:            249

Scores:
  Precision: 0.4923 (49.2%)
  Recall:    0.3855 (38.6%)
  F1 Score:  0.4324 (43.2%)

Example False Positives (first 5):
  - Image: Necessities/vegas_robaina/8.jpg
    Matched: EskinoL (similarity: 0.889)
  - Image: Transportation/lifan-1/29.jpg
    Matched: yutong-1 (similarity: 0.791)
  - Image: Others/Carrefour/54.jpg
    Matched: baby bullet (similarity: 0.899)
  - Image: Electronic/chimei/65.jpg
    Matched: yutong-1 (similarity: 0.765)
  - Image: Food/Chocolate_Toast_Crunch/106.jpg
    Matched: EskinoL (similarity: 0.862)

Reference logos used (50):
  - A. Marinelli
  - AKOO
  - AOKANG
  - Avlon
  - Braddington Young
  - Bubba Gump Shrimp Company
  - Caffe Pascucci
  - Caribou Coffee
  - Carlos Torano
  - Carola
  - Carolina Herrera
  - Colman's
  - E-CLOTH
  - EskinoL
  - Fruit Selection Yogurt
  - Georgia Boot
  - Gulf Oil
  - Hooters
  - Hovis
  - I Can't Believe It's Not Butter
  ... and 30 more
============================================================

============================================================
SIMILARITY DISTRIBUTION ANALYSIS
============================================================

TRUE POSITIVE similarities (correct matches) (n=96):
  Min:    0.7501
  Max:    0.9527
  Mean:   0.8537
  StdDev: 0.0498
  Median: 0.8543
  P10:    0.7842
  P25:    0.8196
  P75:    0.8980
  P90:    0.9178
  Above threshold (0.75): 96 (100.0%)
  Below threshold (0.75): 0 (0.0%)

FALSE POSITIVE similarities (wrong matches) (n=99):
  Min:    0.7504
  Max:    0.9452
  Mean:   0.8463
  StdDev: 0.0514
  Median: 0.8491
  P10:    0.7613
  P25:    0.8088
  P75:    0.8853
  P90:    0.9105
  Above threshold (0.75): 99 (100.0%)
  Below threshold (0.75): 0 (0.0%)

MISSED LOGO best similarities (false negatives) (n=160):
  Min:    0.5634
  Max:    0.9844
  Mean:   0.8141
  StdDev: 0.0836
  Median: 0.8309
  P10:    0.7039
  P25:    0.7749
  P75:    0.8747
  P90:    0.9055
  Above threshold (0.75): 129 (80.6%)
  Below threshold (0.75): 31 (19.4%)

ALL similarities to CORRECT logos (per-ref) (n=1734):
  Min:    0.3613
  Max:    0.9900
  Mean:   0.7490
  StdDev: 0.1098
  Median: 0.7566
  P10:    0.6006
  P25:    0.6803
  P75:    0.8317
  P90:    0.8811
  Above threshold (0.75): 915 (52.8%)
  Below threshold (0.75): 819 (47.2%)

ALL similarities to WRONG logos (per-ref) (n=411966):
  Min:    0.0645
  Max:    0.9618
  Mean:   0.6566
  StdDev: 0.1142
  Median: 0.6641
  P10:    0.5023
  P25:    0.5767
  P75:    0.7439
  P90:    0.8015
  Above threshold (0.75): 95737 (23.2%)
  Below threshold (0.75): 316229 (76.8%)

----------------------------------------
OVERLAP ANALYSIS:
  True Positives range:  [0.7501, 0.9527]
  False Positives range: [0.7504, 0.9452]
  OVERLAP REGION:        [0.7504, 0.9452]
  TPs in overlap: 94 (97.9%)
  FPs in overlap: 99 (100.0%)

  SUGGESTED OPTIMAL THRESHOLD: 0.7560
  (would give F1 = 0.6714 on this data)

----------------------------------------
SAMPLE DETECTION DETAILS (first 20 of 2758):

  [1] Image: Food/CHIVAS_REGAL/38.jpg
      Expected: (none)
      DETR score: 0.936
      Top 5 matches:
        0.5364  Hovis
        0.5113  Marvis
        0.4912  Maggi
        0.4882  Avlon
        0.4784  arrinera

  [2] Image: Necessities/vegas_robaina/8.jpg
      Expected: (none)
      DETR score: 0.976
      Top 5 matches:
        0.7999  montesierpe
        0.7979  EskinoL
        0.7938  baby bullet
        0.7904  surly bikes
        0.7890  montane

  [3] Image: Necessities/vegas_robaina/8.jpg
      Expected: (none)
      DETR score: 0.704
      Top 5 matches:
        0.8886  EskinoL
        0.8360  jetbeam
        0.8307  Braddington Young
        0.8257  montesierpe
        0.8182  montane

  [4] Image: Necessities/vegas_robaina/8.jpg
      Expected: (none)
      DETR score: 0.541
      Top 5 matches:
        0.8015  jetbeam
        0.7947  surly bikes
        0.7947  EskinoL
        0.7871  timbuk2-1
        0.7844  montane

  [5] Image: Clothes/Kookai/68.jpg
      Expected: (none)
      DETR score: 0.594
      Top 5 matches:
        0.7008  KooGa
        0.6695  AOKANG
        0.6634  E-CLOTH
        0.6618  montane
        0.6526  timbuk2-1

  [6] Image: Clothes/Kookai/68.jpg
      Expected: (none)
      DETR score: 0.542
      Top 5 matches:
        0.8319  baby bullet
        0.8205  EskinoL
        0.8067  montesierpe
        0.8064  Braddington Young
        0.8043  montane

  [7] Image: Clothes/Kookai/68.jpg
      Expected: (none)
      DETR score: 0.511
      Top 5 matches:
        0.8199  AOKANG
        0.7918  montane
        0.7918  taobao.com
        0.7899  ITS-1
        0.7818  timbuk2-1

  [8] Image: Clothes/Kookai/68.jpg
      Expected: (none)
      DETR score: 0.507
      Top 5 matches:
        0.8468  montane
        0.8362  Braddington Young
        0.8296  timbuk2-1
        0.8191  taobao.com
        0.8176  arrinera

  [9] Image: Leisure/Krusty-O's/34.jpg
      Expected: (none)
      DETR score: 0.884
      Top 5 matches:
        0.7353  jetbeam
        0.7283  montesierpe
        0.7033  Fruit Selection Yogurt
        0.7025  ITS-1
        0.7008  Braddington Young

  [10] Image: Leisure/Krusty-O's/34.jpg
      Expected: (none)
      DETR score: 0.879
      Top 5 matches:
        0.7785  baby bullet
        0.7460  jetbeam
        0.7376  montesierpe
        0.7138  Hooters
        0.7105  timbuk2-1

  [11] Image: Leisure/Krusty-O's/34.jpg
      Expected: (none)
      DETR score: 0.611
      Top 5 matches:
        0.8330  jetbeam
        0.8244  timbuk2-1
        0.8153  surly bikes
        0.8142  montesierpe
        0.8135  EskinoL

  [12] Image: Transportation/lifan-1/29.jpg
      Expected: ['lifan-1']
      DETR score: 0.917
      Top 5 matches:
        0.8509  lifan-1 <-- CORRECT
        0.7905  gree-3
        0.7766  yutong-1
        0.7689  ITS-1
        0.7393  taobao.com

  [13] Image: Transportation/lifan-1/29.jpg
      Expected: ['lifan-1']
      DETR score: 0.870
      Top 5 matches:
        0.7910  yutong-1
        0.7126  taobao.com
        0.6943  gree-3
        0.6563  ITS-1
        0.6464  lifan-1 <-- CORRECT

  [14] Image: Food/A._Marinelli/39.jpg
      Expected: ['A. Marinelli']
      DETR score: 0.847
      Top 5 matches:
        0.7326  ITS-1
        0.7276  arrinera
        0.7206  gree-3
        0.7204  Kieninger
        0.7178  Carola

  [15] Image: Food/A._Marinelli/39.jpg
      Expected: ['A. Marinelli']
      DETR score: 0.750
      Top 5 matches:
        0.5583  A. Marinelli <-- CORRECT
        0.5294  marklin
        0.5010  Carola
        0.4978  Kieninger
        0.4825  E-CLOTH

  [16] Image: Others/Elsa/1.jpg
      Expected: (none)
      DETR score: 0.854
      Top 5 matches:
        0.8056  timbuk2-1
        0.7969  montane
        0.7960  gree-3
        0.7887  ITS-1
        0.7810  surly bikes

  [17] Image: Others/Elsa/1.jpg
      Expected: (none)
      DETR score: 0.850
      Top 5 matches:
        0.5666  ITS-1
        0.5600  lifan-1
        0.5365  oso
        0.5330  gree-3
        0.5233  yutong-1

  [18] Image: Others/Elsa/1.jpg
      Expected: (none)
      DETR score: 0.706
      Top 5 matches:
        0.8034  ITS-1
        0.7815  timbuk2-1
        0.7702  yutong-1
        0.7701  gree-3
        0.7456  taobao.com

  [19] Image: Clothes/habixiong/15.jpg
      Expected: (none)
      DETR score: 0.836
      Top 5 matches:
        0.7970  timbuk2-1
        0.7855  jetbeam
        0.7852  montane
        0.7832  Braddington Young
        0.7824  taobao.com

  [20] Image: Clothes/habixiong/15.jpg
      Expected: (none)
      DETR score: 0.609
      Top 5 matches:
        0.7346  timbuk2-1
        0.7311  surly bikes
        0.7207  jetbeam
        0.7129  montane
        0.7020  gree-3

============================================================
