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Datasets:
pawlo2013
/
Cars196_dino3_finetune_s

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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101
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int64
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data/Cars196/car_data/car_data/test/BMW X3 SUV 2012/04540.jpg
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data/Cars196/car_data/car_data/test/Aston Martin V8 Vantage Convertible 2012/05189.jpg
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data/Cars196/car_data/car_data/train/Cadillac SRX SUV 2012/01811.jpg
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data/Cars196/car_data/car_data/train/Cadillac SRX SUV 2012/04348.jpg
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data/Cars196/car_data/car_data/train/Cadillac SRX SUV 2012/00622.jpg
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data/Cars196/car_data/car_data/train/Cadillac SRX SUV 2012/01932.jpg
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data/Cars196/car_data/car_data/test/Chevrolet Impala Sedan 2007/00118.jpg
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data/Cars196/car_data/car_data/test/BMW M5 Sedan 2010/06802.jpg
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data/Cars196/car_data/car_data/train/Bentley Mulsanne Sedan 2011/07285.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 RS 4 Convertible 2008/06859.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/train/Chrysler Aspen SUV 2009/03371.jpg
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data/Cars196/car_data/car_data/train/Chevrolet Corvette ZR1 2012/00339.jpg
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data/Cars196/car_data/car_data/test/Bentley Continental Supersports Conv. Convertible 2012/05528.jpg
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data/Cars196/car_data/car_data/train/Bentley Continental Supersports Conv. Convertible 2012/01076.jpg
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data/Cars196/car_data/car_data/test/Bentley Continental Supersports Conv. Convertible 2012/07814.jpg
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End of preview. Expand in Data Studio

FAISS Index and Results for Cars196_dino3_finetune_s

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: 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:
178 MB