Céline Duval, Author at The Punch

Architecture

Integrating TensorFlow Lite into Rust: A BirdNet Use Case

This blog discusses a few challenges when integrating AI models into a Rust pipeline. We mainly focus on TensorFlow Lite models that are lightweight enough to run on edge devices like Raspberry Pi or RISC-V equivalent. This experiment is part of a larger innovation track in charge of providing a Read more…

By Céline Duval, 1 yearSeptember 14, 2023 ago

Architecture

Machine learning models : from development to production

In this blog, we tackle the issues to deploy machine learning models from a development (or training) environment to production. Punch keeps on progressing in this area, and provides data scientists and engineers simple but effective tools to facilitate their joint work. What is the problem ? The gap between Read more…

By Céline Duval, 2 yearsFebruary 3, 2023 ago