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Datasets:
pawlo2013
/
Cars196_dino3_finetune_b

Modalities:
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Formats:
csv
Size:
100K - 1M
Tags:
faiss
metric-learning
Cars196
dino3
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faiss_index
int64
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110k
file_path
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61
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label
int64
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196
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data/Cars196/car_data/car_data/test/Chevrolet Silverado 1500 Extended Cab 2012/03049.jpg
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data/Cars196/car_data/car_data/test/Audi S5 Coupe 2012/02465.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Camaro Convertible 2012/06567.jpg
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data/Cars196/car_data/car_data/test/Audi TT RS Coupe 2012/01295.jpg
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data/Cars196/car_data/car_data/test/Audi TT RS Coupe 2012/00603.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Avalanche Crew Cab 2012/05267.jpg
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data/Cars196/car_data/car_data/train/BMW 1 Series Convertible 2012/05634.jpg
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data/Cars196/car_data/car_data/test/Bentley Continental GT Coupe 2007/04500.jpg
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data/Cars196/car_data/car_data/train/Bentley Continental GT Coupe 2007/06222.jpg
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data/Cars196/car_data/car_data/train/Bentley Continental GT Coupe 2007/04353.jpg
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data/Cars196/car_data/car_data/train/Buick Enclave SUV 2012/07585.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Silverado 1500 Regular Cab 2012/00322.jpg
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data/Cars196/car_data/car_data/train/BMW 6 Series Convertible 2007/03178.jpg
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data/Cars196/car_data/car_data/train/BMW 6 Series Convertible 2007/01142.jpg
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data/Cars196/car_data/car_data/test/BMW 6 Series Convertible 2007/01425.jpg
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data/Cars196/car_data/car_data/test/BMW 6 Series Convertible 2007/02557.jpg
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data/Cars196/car_data/car_data/train/Audi RS 4 Convertible 2008/01297.jpg
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data/Cars196/car_data/car_data/test/Audi RS 4 Convertible 2008/04365.jpg
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data/Cars196/car_data/car_data/train/Acura ZDX Hatchback 2012/01416.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Sonic Sedan 2012/03961.jpg
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data/Cars196/car_data/car_data/train/Audi 100 Sedan 1994/08144.jpg
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data/Cars196/car_data/car_data/train/Acura TL Type-S 2008/06145.jpg
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data/Cars196/car_data/car_data/train/Buick Rainier SUV 2007/07509.jpg
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data/Cars196/car_data/car_data/train/Bentley Continental GT Coupe 2012/03560.jpg
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data/Cars196/car_data/car_data/train/BMW X6 SUV 2012/05058.jpg
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data/Cars196/car_data/car_data/train/BMW X6 SUV 2012/06714.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Monte Carlo Coupe 2007/05949.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Monte Carlo Coupe 2007/06474.jpg
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End of preview. Expand in Data Studio

FAISS Index and Results for Cars196_dino3_finetune_b

This dataset repository contains the FAISS index, mapping CSV, and evaluation results for a DINOv3 (b) model, evaluated on the Cars196 dataset.

  • Dataset: Cars196
  • DINO Version: 3
  • DINO Size: b
  • Fine-tuned: True
  • ConvNext (DINOv3): False

Files

  • faiss_index.bin: The FAISS IndexFlatIP index. Embeddings are L2-normalized.
  • faiss_index_mapping.csv: A CSV file mapping the FAISS index (row number) to the original file path, split, and label.
  • results.txt: The raw text file containing evaluation metrics (Precision@1, MAP@R, etc.) from the main script.
Downloads last month
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Number of rows:
109,807
Total file size:
347 MB