The dataset on this page contains 20 sequences of cars as they rotate by 360 degrees. There is one image approximately every 3-4 degrees. Using the time of capture information from the photos, it is possible to calculate the approximate rotation angle of the car.
The photos have been captured using a Nikon D70 camera on a tripod at the Geneva International Motor Show ’08. The lens used is Nikkor 12-24mm DX f/4. The focal length was kept constant during a single sequence (showing a single car) but varies from sequence to sequence. The focus was set to manual, approx. at the hyperfocal distance.
All videos and images available from this page are copyrighted by CVLab – EPFL. You are free to use them for research purposes. If you use them to publish results, please cite the reference below.
Dataset
The thumbnails below show a set of frames from a sample sequence.
The preview video shows all the sequences from the dataset.
[Preview Video (19 MB)]
Download
EPFL GIMS08 Dataset (175 MB)
Contents and Explanations
References
The dataset on this page has been used for our multiview object pose estimation algorithm described in the following paper:
Resource-Efficient Continual Learning for Personalized Online Seizure Detection
A. Shahbazinia; F. Ponzina; J. A. Miranda Calero; J. Dan; G. Ansaloni et al.
2024-04-15. 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, Florida, USA, July 15-19, 2024. Il contributo delle company towns per l’identità produttiva dell’Italia di Mezzo
A. K. De Almeida Santos
La Città Lago. Prossimità e trasizione ecologica in un territorio dell’Italia di Mezzo. Laboratorio di Urbanistica 2, Milan, Italy, 2024-03-22. Field Guide to Northern Tree-related Microhabitats: Descriptions and size limits for their inventory in boreal and hemiboreal forests of Europe and North America
R. Bütler Sauvain; L. Larrieu; L. F. Lunde; M. Maxence; B. Nordén et al.
Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Switzerland, 2024. Comparison of Three Viral Nucleic Acid Preamplification Pipelines for Sewage Viral Metagenomics
X. Fernandez Cassi; T. Kohn
Food and Environmental Virology. 2024. DOI : 10.1007/s12560-024-09594-3. How to Support Students to Develop Skills that Promote Sustainability
S. R. Isaac; J. de Lima
Teaching Transversal Skills for Engineering Studens: A Practical Handbook of Activities with Tangibles; EPFL, 2024. How to Support Students Giving Each Other Constructive Feedback, Especially When It Is Difficult to Hear
S. R. Isaac; J. de Lima
Teaching Transversal Skills for Engineering Studens: A Practical Handbook of Activities with Tangibles; EPFL, 2024. How teachers can use the 3T PLAY trident framework to design an activity that develops transversal skills
S. R. Isaac; J. de Lima
Teaching Transversal Skills for Engineering Studens: A Practical Handbook of Activities with Tangibles; EPFL, 2024.