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Datasets:
pawlo2013
/
Cars196_dino3b

Modalities:
Tabular
Text
Formats:
csv
Size:
100K - 1M
Tags:
faiss
metric-learning
Cars196
dino3
Libraries:
Datasets
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1
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Auto-converted to Parquet Duplicate
faiss_index
int64
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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/train/BMW X6 SUV 2012/07119.jpg
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data/Cars196/car_data/car_data/train/BMW X6 SUV 2012/02975.jpg
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data/Cars196/car_data/car_data/test/BMW X6 SUV 2012/05661.jpg
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data/Cars196/car_data/car_data/train/BMW X6 SUV 2012/03677.jpg
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data/Cars196/car_data/car_data/test/Chrysler Sebring Convertible 2010/04835.jpg
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data/Cars196/car_data/car_data/test/Chrysler Sebring Convertible 2010/04181.jpg
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data/Cars196/car_data/car_data/test/Chrysler Sebring Convertible 2010/03902.jpg
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data/Cars196/car_data/car_data/test/Chrysler Sebring Convertible 2010/04846.jpg
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77
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data/Cars196/car_data/car_data/test/Cadillac Escalade EXT Crew Cab 2007/03147.jpg
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data/Cars196/car_data/car_data/test/Cadillac Escalade EXT Crew Cab 2007/07338.jpg
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data/Cars196/car_data/car_data/test/Cadillac Escalade EXT Crew Cab 2007/02951.jpg
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data/Cars196/car_data/car_data/test/Cadillac Escalade EXT Crew Cab 2007/02646.jpg
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data/Cars196/car_data/car_data/test/Aston Martin Virage Convertible 2012/03557.jpg
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data/Cars196/car_data/car_data/train/Aston Martin Virage Convertible 2012/06239.jpg
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data/Cars196/car_data/car_data/train/Aston Martin Virage Convertible 2012/05718.jpg
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data/Cars196/car_data/car_data/test/Aston Martin Virage Convertible 2012/04953.jpg
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data/Cars196/car_data/car_data/train/Audi A5 Coupe 2012/06450.jpg
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data/Cars196/car_data/car_data/train/Audi A5 Coupe 2012/03756.jpg
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data/Cars196/car_data/car_data/test/Audi A5 Coupe 2012/05313.jpg
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data/Cars196/car_data/car_data/train/Audi A5 Coupe 2012/04918.jpg
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data/Cars196/car_data/car_data/test/Audi S4 Sedan 2007/07762.jpg
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data/Cars196/car_data/car_data/train/Audi S4 Sedan 2007/08053.jpg
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data/Cars196/car_data/car_data/train/Audi S4 Sedan 2007/07938.jpg
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data/Cars196/car_data/car_data/train/Audi S4 Sedan 2007/05688.jpg
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data/Cars196/car_data/car_data/test/BMW M3 Coupe 2012/02817.jpg
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data/Cars196/car_data/car_data/train/BMW M3 Coupe 2012/04915.jpg
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data/Cars196/car_data/car_data/train/BMW M3 Coupe 2012/04760.jpg
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data/Cars196/car_data/car_data/train/BMW M3 Coupe 2012/01807.jpg
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data/Cars196/car_data/car_data/test/Audi TT Hatchback 2011/05851.jpg
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data/Cars196/car_data/car_data/test/Audi TT Hatchback 2011/07759.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/train/Audi TT Hatchback 2011/02130.jpg
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data/Cars196/car_data/car_data/train/Buick Regal GS 2012/04870.jpg
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data/Cars196/car_data/car_data/test/Buick Regal GS 2012/05697.jpg
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data/Cars196/car_data/car_data/train/Buick Regal GS 2012/01933.jpg
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data/Cars196/car_data/car_data/test/Buick Regal GS 2012/05934.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Silverado 1500 Extended Cab 2012/06771.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Silverado 1500 Extended Cab 2012/03962.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Silverado 1500 Extended Cab 2012/03582.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Silverado 1500 Extended Cab 2012/06458.jpg
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data/Cars196/car_data/car_data/train/Aston Martin V8 Vantage Convertible 2012/05567.jpg
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8
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data/Cars196/car_data/car_data/train/Aston Martin V8 Vantage Convertible 2012/04493.jpg
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8
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data/Cars196/car_data/car_data/test/Aston Martin V8 Vantage Convertible 2012/07125.jpg
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8
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data/Cars196/car_data/car_data/train/Aston Martin V8 Vantage Convertible 2012/02305.jpg
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data/Cars196/car_data/car_data/test/Cadillac CTS-V Sedan 2012/07252.jpg
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data/Cars196/car_data/car_data/test/Cadillac CTS-V Sedan 2012/06657.jpg
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data/Cars196/car_data/car_data/train/Cadillac CTS-V Sedan 2012/00698.jpg
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data/Cars196/car_data/car_data/test/Cadillac CTS-V Sedan 2012/02184.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Impala Sedan 2007/04267.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Impala Sedan 2007/00901.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Impala Sedan 2007/03217.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Impala Sedan 2007/04801.jpg
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data/Cars196/car_data/car_data/test/BMW Z4 Convertible 2012/03853.jpg
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data/Cars196/car_data/car_data/train/BMW Z4 Convertible 2012/07027.jpg
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data/Cars196/car_data/car_data/test/BMW Z4 Convertible 2012/01398.jpg
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data/Cars196/car_data/car_data/test/BMW Z4 Convertible 2012/05104.jpg
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38
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data/Cars196/car_data/car_data/test/BMW 1 Series Coupe 2012/00198.jpg
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28
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data/Cars196/car_data/car_data/test/BMW 1 Series Coupe 2012/05690.jpg
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data/Cars196/car_data/car_data/test/BMW 1 Series Coupe 2012/07907.jpg
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data/Cars196/car_data/car_data/train/BMW 1 Series Coupe 2012/03665.jpg
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28
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data/Cars196/car_data/car_data/train/Chevrolet Malibu Hybrid Sedan 2010/03085.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Malibu Hybrid Sedan 2010/04350.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Malibu Hybrid Sedan 2010/07780.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Malibu Hybrid Sedan 2010/01397.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Silverado 1500 Hybrid Crew Cab 2012/08062.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Silverado 1500 Hybrid Crew Cab 2012/06454.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Silverado 1500 Hybrid Crew Cab 2012/07314.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Silverado 1500 Hybrid Crew Cab 2012/03094.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Silverado 1500 Regular Cab 2012/04744.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Silverado 1500 Regular Cab 2012/03516.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Silverado 1500 Regular Cab 2012/02378.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Silverado 1500 Regular Cab 2012/03207.jpg
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data/Cars196/car_data/car_data/test/Bentley Continental GT Coupe 2012/07597.jpg
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data/Cars196/car_data/car_data/train/Bentley Continental GT Coupe 2012/00551.jpg
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data/Cars196/car_data/car_data/train/Bentley Continental GT Coupe 2012/07385.jpg
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data/Cars196/car_data/car_data/train/Bentley Continental GT Coupe 2012/00351.jpg
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data/Cars196/car_data/car_data/test/Audi TT RS Coupe 2012/05160.jpg
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data/Cars196/car_data/car_data/test/Audi TT RS Coupe 2012/07749.jpg
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data/Cars196/car_data/car_data/train/Audi TT RS Coupe 2012/00684.jpg
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data/Cars196/car_data/car_data/test/Audi TT RS Coupe 2012/06523.jpg
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data/Cars196/car_data/car_data/train/Audi V8 Sedan 1994/07930.jpg
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data/Cars196/car_data/car_data/test/Audi V8 Sedan 1994/07902.jpg
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data/Cars196/car_data/car_data/train/Audi V8 Sedan 1994/06646.jpg
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data/Cars196/car_data/car_data/test/Audi V8 Sedan 1994/07043.jpg
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data/Cars196/car_data/car_data/test/Audi TTS Coupe 2012/03698.jpg
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data/Cars196/car_data/car_data/train/Audi TTS Coupe 2012/07423.jpg
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data/Cars196/car_data/car_data/test/Audi TTS Coupe 2012/03309.jpg
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data/Cars196/car_data/car_data/train/Audi TTS Coupe 2012/02896.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Traverse SUV 2012/00010.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Traverse SUV 2012/04310.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Traverse SUV 2012/07532.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Traverse SUV 2012/03826.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Cobalt SS 2010/01714.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Cobalt SS 2010/04740.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Cobalt SS 2010/04565.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Cobalt SS 2010/06639.jpg
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data/Cars196/car_data/car_data/train/Audi S5 Convertible 2012/01370.jpg
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data/Cars196/car_data/car_data/train/Audi S5 Convertible 2012/02335.jpg
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data/Cars196/car_data/car_data/train/Audi S5 Convertible 2012/04040.jpg
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data/Cars196/car_data/car_data/train/Audi S5 Convertible 2012/06716.jpg
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End of preview. Expand in Data Studio

FAISS Index and Results for Cars196_dino3b

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: 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
103
Size of downloaded dataset files:
9.82 MB
Size of the auto-converted Parquet files:
2.36 MB
Number of rows:
109,679