Overview
DEEPCRAFT™ Studio is an end-to-end platform designed for developing and deploying AI/ML models on edge devices. It streamlines the entire machine learning workflow for embedded systems, from data collection and annotation to model building, evaluation, and deployment. The platform supports various Infineon PSoC™ and AURIX™ boards, offering code generation capabilities for these targets. Key features include real-time data collection using different sensor modalities (microphone, IMU, radar), advanced data preprocessing techniques, and tools for model evaluation such as confusion matrices and Grad-CAM. DEEPCRAFT™ also provides ready-made models to accelerate development cycles. The platform focuses on ease of use, allowing developers without deep ML expertise to create and deploy edge AI applications efficiently.