- STEAM PUNK
- ARTIFICIAL INTELLIGENCE
- VIRTUAL REALITY
- NEW MANUFACTURING
- RECYCLING & UPCYCLING
- ARTISANS & NEW CRAFT
- FASHION & WEARABLES
- PRODUCT DESIGN
- HOME AUTOMATION
- INTERNET OF THINGS
- WELLNESS & HEALTHCARE
- INDUSTRIAL AUTOMATION
- OPEN SOURCE
- 3D PRINTING
- ENERGY & SUSTAINABILITY
- YOUNG MAKERS (< 18)
- FOOD & AGRICULTURE
- CIRCULAR ECONOMY
- 3D SCANNING
- KIDS & EDUCATION
- CULTURAL HERITAGE
- MUSIC & SOUND
Quality Control in Textile Production
ACTOR has designed an intrusion detection system based on an intrusion detector and a CNN (Convolutional Neural Network) classifier for a well-known textile industry. It analyses X-ray images of garments. The system, on a real production of garments, achieved performances with a percentage of false positives of less than 15%, and of false negatives (intrusions not detected) of less than 2%.
The application can be adapted to the industrial production of other companies.
ACTOR SRL - Startup of Sapienza University of Rome
ACTOR (Analytics, Control Technologies and Operations Research) is an R&D boutique company which supplies services based on models, methods, and algorithms of control, optimisation, forecasting and simulation for the design and management of complex devices and systems.
ACTOR has been founded by 5 Professors of the Sapienza University of Rome:
Alberto De Santis: https://www.diag.uniroma1.it/users/alberto_de-santis
Gianni Di Pillo: https://www.diag.uniroma1.it/users/gianni_di-pillo
Stefano Lucidi, https://www.diag.uniroma1.it/users/stefano_lucidi
Laura Palagi, https://www.diag.uniroma1.it/users/laura_palagi
Massimo Roma: https://www.diag.uniroma1.it/users/massimo_roma
all internationally recognized for their scientific contributions.
ACTOR addresses decision makers of companies and organizations with the aim of proposing integrated software solutions able to attain an optimal usage of resources, greater effectiveness, reduction of costs and limitation of risks.
ACTOR at present develops solutions of Optimal Design in Engineering, of Optimal Management in Transportation, of Artificial Intelligence in Manufacturing.