11:50:06 - INFO - Initializing logo detector with embedding model: models/logo_detection/clip_finetuned
11:50:07 - INFO - Initializing DetectLogosDETR on device: cuda:0
11:50:07 - INFO - DETR model: No local model found, will download from HuggingFace: Pravallika6/detr-finetuned-logo-detection_v2
11:50:07 - 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
11:50:08 - INFO - Embedding model: No local model found, will download from HuggingFace: models/logo_detection/clip_finetuned
11:50:08 - INFO - Loading fine-tuned CLIP model from: models/logo_detection/clip_finetuned
11:50:08 - INFO -   Base 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`.
11:50:11 - INFO - Fine-tuned CLIP model loaded successfully
11:50:11 - INFO - DetectLogosDETR initialization complete
11:50:11 - INFO - Loading ground truth from database...
11:50:12 - INFO - Loaded ground truth for 158654 test images
11:50:12 - INFO - Sampling 50 reference logos with 3 refs each...
11:50:12 - INFO - Selected 50 reference logos
11:50:12 - INFO - Computing reference logo embeddings...

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11:50:24 - INFO - Computed 150 embeddings for 50 logos
11:50:24 - INFO - Sampling test images: 5 positive, 20 negative per logo...
11:50:25 - INFO - Selected 1246 unique test images

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Testing:   1%|          | 10/1246 [00:05<11:54,  1.73it/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):  144
  False Positives (wrong matches):   237
  False Negatives (missed logos):    126
  Total expected matches:            249

Scores:
  Precision: 0.3780 (37.8%)
  Recall:    0.5783 (57.8%)
  F1 Score:  0.4571 (45.7%)

Example False Positives (first 5):
  - Image: Transportation/lifan-1/18.jpg
    Matched: yutong-1 (similarity: 0.813)
  - Image: Food/Bubba_Gump_Shrimp_Company/25.jpg
    Matched: Bubba Gump Shrimp Company (similarity: 0.873)
  - Image: Electronic/Hanimex/85.jpg
    Matched: ITS-1 (similarity: 0.759)
  - Image: Medical/perdolan/35.jpg
    Matched: KooGa (similarity: 0.817)
  - Image: Others/coles/44.jpg
    Matched: E-CLOTH (similarity: 0.798)

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=144):
  Min:    0.7519
  Max:    0.9685
  Mean:   0.8534
  StdDev: 0.0590
  Median: 0.8565
  P10:    0.7712
  P25:    0.8041
  P75:    0.9059
  P90:    0.9322
  Above threshold (0.75): 144 (100.0%)
  Below threshold (0.75): 0 (0.0%)

FALSE POSITIVE similarities (wrong matches) (n=237):
  Min:    0.7502
  Max:    0.9042
  Mean:   0.7870
  StdDev: 0.0313
  Median: 0.7815
  P10:    0.7551
  P25:    0.7598
  P75:    0.8043
  P90:    0.8320
  Above threshold (0.75): 237 (100.0%)
  Below threshold (0.75): 0 (0.0%)

MISSED LOGO best similarities (false negatives) (n=126):
  Min:    0.4303
  Max:    0.9882
  Mean:   0.7110
  StdDev: 0.1172
  Median: 0.7295
  P10:    0.5474
  P25:    0.6226
  P75:    0.7871
  P90:    0.8569
  Above threshold (0.75): 55 (43.7%)
  Below threshold (0.75): 71 (56.3%)

ALL similarities to CORRECT logos (per-ref) (n=1827):
  Min:    0.1785
  Max:    0.9936
  Mean:   0.6367
  StdDev: 0.1664
  Median: 0.6126
  P10:    0.4307
  P25:    0.5120
  P75:    0.7632
  P90:    0.8826
  Above threshold (0.75): 492 (26.9%)
  Below threshold (0.75): 1335 (73.1%)

ALL similarities to WRONG logos (per-ref) (n=425523):
  Min:    -0.0806
  Max:    0.9702
  Mean:   0.4370
  StdDev: 0.1229
  Median: 0.4385
  P10:    0.2777
  P25:    0.3551
  P75:    0.5193
  P90:    0.5926
  Above threshold (0.75): 2483 (0.6%)
  Below threshold (0.75): 423040 (99.4%)

----------------------------------------
OVERLAP ANALYSIS:
  True Positives range:  [0.7519, 0.9685]
  False Positives range: [0.7502, 0.9042]
  OVERLAP REGION:        [0.7519, 0.9042]
  TPs in overlap: 106 (73.6%)
  FPs in overlap: 228 (96.2%)

  SUGGESTED OPTIMAL THRESHOLD: 0.8189
  (would give F1 = 0.7189 on this data)

----------------------------------------
SAMPLE DETECTION DETAILS (first 20 of 2849):

  [1] Image: Transportation/lifan-1/18.jpg
      Expected: ['lifan-1']
      DETR score: 0.939
      Top 5 matches:
        0.8765  lifan-1 <-- CORRECT
        0.6057  yutong-1
        0.5524  timbuk2-1
        0.5381  jetbeam
        0.5297  ITS-1

  [2] Image: Transportation/lifan-1/18.jpg
      Expected: ['lifan-1']
      DETR score: 0.807
      Top 5 matches:
        0.8125  yutong-1
        0.5748  jetbeam
        0.5631  gree-3
        0.5579  AOKANG
        0.5559  arrinera

  [3] Image: Food/roy_rogers_restaurants/77.jpg
      Expected: (none)
      DETR score: 0.969
      Top 5 matches:
        0.5622  Georgia Boot
        0.5154  I Can't Believe It's Not Butter
        0.4958  Marvis
        0.4870  Bubba Gump Shrimp Company
        0.4539  Imo's Pizza

  [4] Image: Others/basilisk/30.jpg
      Expected: (none)
      DETR score: 0.951
      Top 5 matches:
        0.4639  phillips petroleum
        0.4508  montesierpe
        0.4412  Georgia Boot
        0.4302  Caribou Coffee
        0.4054  surly bikes

  [5] Image: Others/cofco/6.jpg
      Expected: (none)
      DETR score: 0.700
      Top 5 matches:
        0.7284  yutong-1
        0.6689  taobao.com
        0.6637  AOKANG
        0.6518  KooGa
        0.6202  AKOO

  [6] Image: Others/cofco/6.jpg
      Expected: (none)
      DETR score: 0.645
      Top 5 matches:
        0.6575  gree-3
        0.6574  EskinoL
        0.5793  taobao.com
        0.5770  yutong-1
        0.5673  AOKANG

  [7] Image: Transportation/speedway_llc/4.jpg
      Expected: (none)
      DETR score: 0.941
      Top 5 matches:
        0.5071  gree-3
        0.4694  jetbeam
        0.4668  Maggi
        0.4544  xunxing
        0.4332  timbuk2-1

  [8] Image: Transportation/speedway_llc/4.jpg
      Expected: (none)
      DETR score: 0.609
      Top 5 matches:
        0.7219  KooGa
        0.7015  E-CLOTH
        0.6863  oso
        0.6755  taobao.com
        0.6635  timbuk2-1

  [9] Image: Others/Johnson_Outdoors/21.jpg
      Expected: ['Johnson Outdoors']
      DETR score: 0.589
      Top 5 matches:
        0.8524  Johnson Outdoors <-- CORRECT
        0.5733  oso
        0.5652  Carolina Herrera
        0.5646  war horse
        0.5234  montane

  [10] Image: Others/Johnson_Outdoors/21.jpg
      Expected: ['Johnson Outdoors']
      DETR score: 0.540
      Top 5 matches:
        0.7696  Braddington Young
        0.7452  montane
        0.7401  KooGa
        0.7348  E-CLOTH
        0.7145  AKOO

  [11] Image: Others/Johnson_Outdoors/21.jpg
      Expected: ['Johnson Outdoors']
      DETR score: 0.536
      Top 5 matches:
        0.7097  timbuk2-1
        0.6960  KooGa
        0.6714  taobao.com
        0.6695  EskinoL
        0.6659  E-CLOTH

  [12] Image: Transportation/Caloi/65.jpg
      Expected: (none)
      DETR score: 0.771
      Top 5 matches:
        0.7099  EskinoL
        0.6725  timbuk2-1
        0.6546  baby bullet
        0.6510  KooGa
        0.6211  jetbeam

  [13] Image: Transportation/Caloi/65.jpg
      Expected: (none)
      DETR score: 0.659
      Top 5 matches:
        0.6809  KooGa
        0.5861  E-CLOTH
        0.5848  EskinoL
        0.5753  timbuk2-1
        0.5738  taza chocolate

  [14] Image: Transportation/Caloi/65.jpg
      Expected: (none)
      DETR score: 0.627
      Top 5 matches:
        0.6931  EskinoL
        0.6787  jetbeam
        0.6445  surly bikes
        0.6271  baby bullet
        0.6198  taobao.com

  [15] Image: Transportation/Caloi/65.jpg
      Expected: (none)
      DETR score: 0.548
      Top 5 matches:
        0.5975  gree-3
        0.5968  KooGa
        0.5955  la cocinera
        0.5901  E-CLOTH
        0.5884  EskinoL

  [16] Image: Transportation/Caloi/65.jpg
      Expected: (none)
      DETR score: 0.515
      Top 5 matches:
        0.6712  lanidor
        0.6420  E-CLOTH
        0.6392  EskinoL
        0.6204  Caribou Coffee
        0.6190  montesierpe

  [17] Image: Food/Bubba_Gump_Shrimp_Company/25.jpg
      Expected: (none)
      DETR score: 0.924
      Top 5 matches:
        0.8733  Bubba Gump Shrimp Company
        0.5829  Georgia Boot
        0.4572  Gulf Oil
        0.4372  stacy adams-2
        0.4273  xunxing

  [18] Image: Transportation/pakistan_oilfields/43.jpg
      Expected: (none)
      DETR score: 0.867
      Top 5 matches:
        0.6250  lifan-1
        0.6124  vpl
        0.5953  E-CLOTH
        0.5626  KooGa
        0.5474  Avlon

  [19] Image: Transportation/pakistan_oilfields/43.jpg
      Expected: (none)
      DETR score: 0.768
      Top 5 matches:
        0.6115  phillips petroleum
        0.6054  Gulf Oil
        0.5864  jetbeam
        0.5697  la cocinera
        0.5653  arrinera

  [20] Image: Transportation/pakistan_oilfields/43.jpg
      Expected: (none)
      DETR score: 0.543
      Top 5 matches:
        0.7262  ITS-1
        0.6388  Hooters
        0.6094  yutong-1
        0.5914  jetbeam
        0.5822  Braddington Young

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