INRIA

Domain

• Personal holidays photos

Comments

• Evaluation of image search
• Three datasets are provided:
  • The INRIA Holidays dataset for evaluation of image search
  • The INRIA Copydays dataset for evaluation of copy detection
  • The BIGANN evaluation dataset for evaluation of Approximate nearest neighbors search algorithms

Media (image, video, mixed, …)

• Image

Size (no images, in GB, …)

• Dataset size: 1491 images in total: 500 queries and 991 corresponding relevant images
• Number of queries: 500 (one per group)
• Number of descriptors produced: 4455091 SIFT descriptors of dimensionality 128

Source (FlickR, Corel)

Annotation type (free text, structured, …)

Ground truth

Event or project

Task (retrieval, recognition, …)

Format

Quality (resolution)

• Images are in high resolution

Creation date

Copyright

• INRIA is the copyright holder of all the images included in the dataset.
  • If you use this dataset, please cite the following paper:
    Herve Jegou, Matthijs Douze and Cordelia Schmid
    "Hamming Embedding and Weak geometry consistency for large scale image search"
    Proceedings of the 10th European conference on Computer vision, October, 2008
• This data set is provided "as is" and without any express or implied warranties, including, without limitation, the implied warranties of merchantability and fitness for a particular purpose.

URL

• http://lear.inrialpes.fr/~jegou/data.php