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Our team faced the challenge of developing the complete brain for an autonomous rover, a system that required visual perception and real-time decision-making on low-power hardware. This case study is a technical deep dive into our process: from the implementation of the Mask R-CNN segmentation model for accurate object identification, to the acceleration of performance on a Raspberry Pi using a Coral TPU accelerator. Discover how we overcame the challenges of model optimization and quantization in TensorFlow to deliver a robust and efficient Edge AI solution for intelligent automation.

What is Domain-Driven Design and the principle of clean architectures? In this series of posts, we explain what it is, why we like it, and how to apply it. In this new post, we get to work modeling a specific functionality following the DDD philosophy.

What is Domain-Driven Design and the principle of clean architectures? In this series of posts, we will explain what they consist of, why we like them, and how to apply them. To start, in this article, we will define basic concepts about layered architecture.