Stratified K-Fold cross-validation for imbalanced datasets

11/03/2024.

In Machine Learning, a common technique used to train a robust and generalizable model, is cross-validation. It divides the dataset into multiple subsets, where typically one of them is the validation set and the remainder consist the training set.

iToBoS at the MWC Open Innovation Challenge 2024

8/03/2024.

The iToBoS project participated in the Open Innovation Challenge 2024, aimed at meeting innovative solutions and technological challenges within the framework of the Mobile World Congress.

Explainable AI for Melanoma Detection at MPNEconsensus 2024

7/03/2024.

The AI, Data, and Data-Dependent Business Models workshop took place between 31 January and 2 February 2024 at Fraunhofer Heinrich Hertz Institute in Berlin.

iToBoS 7th GA meeting and 6th PMB meeting in Girona

6/03/2024.

The iToBoS 7th General Assembly (GA) meeting and 6th Project Management Board (PMB) meeting took place on March 6th, 2024 in Girona. Both meetings were hosted and organized by the University of Girona (UDG).

Monitoring of multiple fabrication parameters of electrospun polymer fibers using Mueller matrix analysis

5/03/2024.

Leibniz University Hannover has published a new peer-reviewed scientific article in the IOPScience Journal of Optics. The work was supported by iToBoS project, under European Union’s Horizon 2020 grant agreement No 955221.

iToBoS in 4YFN Congress 2024

1/03/2024.

iToBoS project was presented in the 4YFN congress, an event aimed at supporting startups, investors, digital hubs and companies to connect and launch new business ventures together.

iToBoS project in the Mobile World Congress 2024

29/02/2024.

iToBoS members attended the Mobile World Congress 2024, held in Barcelona, from February 26th to February 29th.

iToBoS liquid lens nominated for PRISM Award

28/02/2024.

Every year, the international society for optics and photonics (SPIE) recognizes innovative companies with the Prism Award.

Data Augmentation in Classification and Segmentation: A Survey and New Strategies

27/02/2024.

In computer vision, deep learning models have proven instrumental in tackling various tasks, from object detection and segmentation to image classification and analysis.

ELM-75 liquid lens presented at Photonics West

26/02/2024.

Every year end of January, the international society for optics and photonics (SPIE) hosts Photonics West, the world’s largest trade show for optics, in San Francisco.