Role of different actors in AI Value Chain
A fully automated AI procurement process
AI-App pipeline: integrating framework to bring data, algorithms, and deployment tools together.
The BonsAPPs services will be accessible on the Bonseyes Marketplace and interoperable with the AI4EU community to respond to AI Challenges fitting the end users needs.
We propose an end-to-end AI pipeline to develop and deploy Deep Neural Network solutions on embedded devices. We propose a modular AI pipeline architecture which contains four modular main tasks:
Reduction in development time compared to monolithic system design methods
Reduction in cost of ownership related to training of deep learning models comparing to current training approaches designed for the cloud
Re-usability of AI assets/apps on the marketplace
Reduction in computational and memory requirement with current existing solutions for deep learning models on embedded systems
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