Recent research has been investigating usage of machine learning techniques to build autonomous agents and to optimize computer vision tasks. In particular, deep neural networks have shown huge potential in storing effectively a behavioral, human-like, policy and in processing image/video/audio data with super-human performances. These technologies make their users able to automate a large, and growing, number of operations, radically transforming businesses, increasing efficiency and cutting costs as never before.
An Italian company has developed a software that features different powerful algorithms able to perform these and many other similar tasks, providing the user with tools derived from the most recent and advanced research in the field, with flexibility allowing to accommodate very specific needs and requirements, with the additional possibility to combine different modules together and take advantage of combined capabilities. The technology is able to provide state-of-the-art solutions, with the additional possibility to customize them on specific datasets and contexts, maximizing outcome quality.
Company is interested in finding partners for commercial agreements with technical assistance (intended as customization to specific needs of the client or in improving the technology and adapting to specific contexts).
Advantages & innovations
Advantages of the solution include:
- Reinforcement Learning based Autonomous Agents to boost gaming experience, and play a major role in simulators, providing key tools to foster realism, improving training & simulation applications.
- Computer Vision:
- Classification: with error rates lower than those scored by a human, software is able to correctly classify objects almost instantly.
- Detection & Localization: the algorithm provides additional information about the input data it operates on, in particular how many target instances are present, and where in the frame they are located.
- Semantic Segmentation: detect, classify, locate and isolate objects of interest from the surrounding context, identifying and grouping their constitutive elements (i.e. images pixels).
- Super Resolution and Style transfer: optimal upscaling transformations, style retrieval and transfer, patch harmonization, and photorealistic image generation.
Stage of development
Already on the market
Partner sought
Italian company is interested in finding companies or other private or public organisation, interested in exploring fields of application through commercial agreements with technical assistance (customization or improvement of the technology to ad hoc needs).