SniffyArt: The Dataset of Smelling Persons

no code implementations • 20 Nov 2023 • Mathias Zinnen, Azhar Hussian, Hang Tran, Prathmesh Madhu, Andreas Maier, Vincent Christlein

The paper also presents a baseline analysis, evaluating the performance of representative algorithms for detection, keypoint estimation, and classification tasks, showcasing the potential of combining keypoint estimation with smell gesture classification.

Classification Gesture Recognition +2

Transfer Learning for Olfactory Object Detection

no code implementations • 24 Jan 2023 • Mathias Zinnen, Prathmesh Madhu, Peter Bell, Andreas Maier, Vincent Christlein

We investigate the effect of style and category similarity in multiple datasets used for object detection pretraining.

Object object-detection +2

ODOR: The ICPR2022 ODeuropa Challenge on Olfactory Object Recognition

no code implementations • 24 Jan 2023 • Mathias Zinnen, Prathmesh Madhu, Ronak Kosti, Peter Bell, Andreas Maier, Vincent Christlein

The Odeuropa Challenge on Olfactory Object Recognition aims to foster the development of object detection in the visual arts and to promote an olfactory perspective on digital heritage.

Domain Adaptation Few-Shot Learning +4