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Datasets:
pawlo2013
/
Cars196_dino3s

Modalities:
Tabular
Text
Formats:
csv
Size:
100K - 1M
Tags:
faiss
metric-learning
Cars196
dino3
Libraries:
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Auto-converted to Parquet Duplicate
faiss_index
int64
0
110k
file_path
stringlengths
61
101
split
stringclasses
3 values
label
int64
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196
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data/Cars196/car_data/car_data/test/Chevrolet Silverado 1500 Hybrid Crew Cab 2012/02487.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Silverado 1500 Hybrid Crew Cab 2012/02491.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Silverado 1500 Hybrid Crew Cab 2012/01032.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Silverado 1500 Hybrid Crew Cab 2012/06305.jpg
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data/Cars196/car_data/car_data/train/BMW 3 Series Sedan 2012/07146.jpg
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data/Cars196/car_data/car_data/train/BMW 3 Series Sedan 2012/05650.jpg
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data/Cars196/car_data/car_data/train/BMW 3 Series Sedan 2012/06879.jpg
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data/Cars196/car_data/car_data/test/BMW 3 Series Sedan 2012/06544.jpg
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29
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data/Cars196/car_data/car_data/train/Aston Martin Virage Convertible 2012/02484.jpg
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10
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data/Cars196/car_data/car_data/test/Aston Martin Virage Convertible 2012/01555.jpg
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data/Cars196/car_data/car_data/train/Aston Martin Virage Convertible 2012/07386.jpg
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data/Cars196/car_data/car_data/test/Aston Martin Virage Convertible 2012/07387.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Cobalt SS 2010/02235.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Cobalt SS 2010/05578.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Cobalt SS 2010/03638.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Cobalt SS 2010/07500.jpg
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data/Cars196/car_data/car_data/test/BMW 6 Series Convertible 2007/06324.jpg
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data/Cars196/car_data/car_data/train/BMW 6 Series Convertible 2007/02029.jpg
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data/Cars196/car_data/car_data/test/BMW 6 Series Convertible 2007/05758.jpg
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data/Cars196/car_data/car_data/train/BMW 6 Series Convertible 2007/07040.jpg
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data/Cars196/car_data/car_data/train/BMW M6 Convertible 2010/02774.jpg
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data/Cars196/car_data/car_data/train/BMW M6 Convertible 2010/07354.jpg
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data/Cars196/car_data/car_data/train/BMW M6 Convertible 2010/04693.jpg
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data/Cars196/car_data/car_data/train/BMW M6 Convertible 2010/04054.jpg
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data/Cars196/car_data/car_data/train/Bugatti Veyron 16.4 Coupe 2009/07232.jpg
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data/Cars196/car_data/car_data/test/Bugatti Veyron 16.4 Coupe 2009/06597.jpg
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data/Cars196/car_data/car_data/train/Bugatti Veyron 16.4 Coupe 2009/07619.jpg
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data/Cars196/car_data/car_data/test/Bugatti Veyron 16.4 Coupe 2009/04210.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Sonic Sedan 2012/02265.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Sonic Sedan 2012/02905.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Sonic Sedan 2012/00725.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Sonic Sedan 2012/06423.jpg
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data/Cars196/car_data/car_data/test/Audi R8 Coupe 2012/02131.jpg
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data/Cars196/car_data/car_data/train/Audi R8 Coupe 2012/06067.jpg
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data/Cars196/car_data/car_data/train/Audi R8 Coupe 2012/02632.jpg
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data/Cars196/car_data/car_data/train/Audi R8 Coupe 2012/02625.jpg
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data/Cars196/car_data/car_data/train/Bentley Continental Flying Spur Sedan 2007/07618.jpg
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data/Cars196/car_data/car_data/test/Bentley Continental Flying Spur Sedan 2007/06521.jpg
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data/Cars196/car_data/car_data/train/Bentley Continental Flying Spur Sedan 2007/02845.jpg
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data/Cars196/car_data/car_data/train/Bentley Continental Flying Spur Sedan 2007/02096.jpg
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data/Cars196/car_data/car_data/train/Aston Martin V8 Vantage Coupe 2012/03454.jpg
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data/Cars196/car_data/car_data/test/Aston Martin V8 Vantage Coupe 2012/03898.jpg
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data/Cars196/car_data/car_data/train/Aston Martin V8 Vantage Coupe 2012/07704.jpg
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data/Cars196/car_data/car_data/test/Aston Martin V8 Vantage Coupe 2012/01840.jpg
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data/Cars196/car_data/car_data/test/Acura TSX Sedan 2012/07739.jpg
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5
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data/Cars196/car_data/car_data/test/Acura TSX Sedan 2012/01923.jpg
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data/Cars196/car_data/car_data/train/Acura TSX Sedan 2012/03511.jpg
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data/Cars196/car_data/car_data/train/Acura TSX Sedan 2012/06850.jpg
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5
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data/Cars196/car_data/car_data/train/BMW M5 Sedan 2010/01675.jpg
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data/Cars196/car_data/car_data/train/BMW M5 Sedan 2010/05087.jpg
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data/Cars196/car_data/car_data/train/BMW M5 Sedan 2010/05290.jpg
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data/Cars196/car_data/car_data/test/BMW M5 Sedan 2010/07816.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Silverado 1500 Classic Extended Cab 2007/04422.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Silverado 1500 Classic Extended Cab 2007/01967.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Silverado 1500 Classic Extended Cab 2007/07406.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Silverado 1500 Classic Extended Cab 2007/05817.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Express Van 2007/06999.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Express Van 2007/00854.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Express Van 2007/02672.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Express Van 2007/07097.jpg
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71
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data/Cars196/car_data/car_data/test/Audi S4 Sedan 2007/00210.jpg
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data/Cars196/car_data/car_data/train/Audi S4 Sedan 2007/00446.jpg
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data/Cars196/car_data/car_data/test/Audi S4 Sedan 2007/05360.jpg
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data/Cars196/car_data/car_data/train/Audi S4 Sedan 2007/00733.jpg
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data/Cars196/car_data/car_data/train/Buick Verano Sedan 2012/01876.jpg
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data/Cars196/car_data/car_data/train/Buick Verano Sedan 2012/01084.jpg
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data/Cars196/car_data/car_data/test/Buick Verano Sedan 2012/02874.jpg
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data/Cars196/car_data/car_data/test/Buick Verano Sedan 2012/06157.jpg
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data/Cars196/car_data/car_data/test/Cadillac SRX SUV 2012/02696.jpg
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data/Cars196/car_data/car_data/train/Cadillac SRX SUV 2012/04356.jpg
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data/Cars196/car_data/car_data/train/Cadillac SRX SUV 2012/00970.jpg
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data/Cars196/car_data/car_data/train/Cadillac SRX SUV 2012/04900.jpg
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data/Cars196/car_data/car_data/train/Audi TTS Coupe 2012/00888.jpg
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data/Cars196/car_data/car_data/test/Audi TTS Coupe 2012/06009.jpg
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data/Cars196/car_data/car_data/test/Audi TTS Coupe 2012/00688.jpg
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data/Cars196/car_data/car_data/test/Audi TTS Coupe 2012/07235.jpg
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data/Cars196/car_data/car_data/train/BMW 1 Series Coupe 2012/00122.jpg
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data/Cars196/car_data/car_data/test/BMW 1 Series Coupe 2012/01423.jpg
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data/Cars196/car_data/car_data/test/BMW 1 Series Coupe 2012/06034.jpg
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data/Cars196/car_data/car_data/train/BMW 1 Series Coupe 2012/02416.jpg
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data/Cars196/car_data/car_data/test/BMW X3 SUV 2012/06015.jpg
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data/Cars196/car_data/car_data/test/BMW X3 SUV 2012/05553.jpg
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data/Cars196/car_data/car_data/train/BMW X3 SUV 2012/06997.jpg
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data/Cars196/car_data/car_data/test/BMW X3 SUV 2012/05996.jpg
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data/Cars196/car_data/car_data/train/Audi 100 Sedan 1994/01502.jpg
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data/Cars196/car_data/car_data/test/Audi 100 Sedan 1994/04209.jpg
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data/Cars196/car_data/car_data/test/Audi 100 Sedan 1994/00333.jpg
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data/Cars196/car_data/car_data/train/Audi 100 Sedan 1994/07774.jpg
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data/Cars196/car_data/car_data/test/Audi TT Hatchback 2011/07226.jpg
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data/Cars196/car_data/car_data/train/Audi TT Hatchback 2011/00171.jpg
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data/Cars196/car_data/car_data/train/Audi TT Hatchback 2011/03698.jpg
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data/Cars196/car_data/car_data/test/Audi TT Hatchback 2011/03608.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Malibu Hybrid Sedan 2010/07966.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Malibu Hybrid Sedan 2010/01680.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Malibu Hybrid Sedan 2010/02717.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Malibu Hybrid Sedan 2010/06398.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Monte Carlo Coupe 2007/01955.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Monte Carlo Coupe 2007/07507.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Monte Carlo Coupe 2007/07385.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Monte Carlo Coupe 2007/03007.jpg
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End of preview. Expand in Data Studio

FAISS Index and Results for Cars196_dino3s

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

  • Dataset: Cars196
  • DINO Version: 3
  • DINO Size: s
  • Fine-tuned: False
  • 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.

Usage

You can load the index and mapping to perform your own similarity searches.

Downloads last month
15
Size of downloaded dataset files:
9.82 MB
Size of the auto-converted Parquet files:
2.36 MB
Number of rows:
109,679