Artificial Intelligence/ Machine Learning (AI/ML)
Overview
Logic Fruit technologies, with its expertise in developing solutions based on heterogenous hardware leveraging the power of FPGAs and GPUs, offers On-edge AI-ML and Vision solutions and development services to enable intelligence at source for making real-time decisions.
Time-deterministic intelligence and decision-making are highly critical for domains like Defense, Avionics, Automotive, Industrial Automation, and Surveillance. At Logic Fruit Technologies, we specialize in harnessing the power of Edge AI hardware platforms for the acceleration of AI/ML and Vision models, algorithms, and applications. With a focus on FPGA and GPU technology, our solutions are tailored to excel in on-edge deployments. We are now at the forefront of cutting-edge AI/ML and in-line processing applications for diverse use cases. Leveraging our expertise in AI-ML and Vision, customers can surely expect a cost-effective, efficient, and reliable solution with a short time to market.
Demos: Computer Vision with AI/ML for Real-Life Solutions
What We Offer in AI/ML and Vision
- Develop and deploy hardware-accelerated and optimized AI algorithms on resource-limited embedded systems.
- Migrating or porting existing AI infrastructure on edge.
- We provide Model Training along with pre-trained, target hardware optimized, ready-to-integrate AI models for specific purposes.
- These can be deployed on a variety of edge computing platforms from Intel, AMD-Xilinx, Nvidia, etc.
- Develop AI-ML and Vision-centric accelerated custom hardware utilizing CPU, FPGA, and GPU as per the requirement.
- Standard and custom ML model migration, pruning, and hardware-centric optimizations.
- AI/ML model and algorithm benchmarking.
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