tinyML Talks on August 11, 2022 “Data techniques that enable tiny computer vision in the real world” by Jelmer Neeven from Plumerai

Announcing our next tinyML Talks Series webcast! Jelmer Neeven from Plumerai will present Data techniques that enable tiny computer vision in the real world on August 11, 2022 at 5:00 AM Pacific Time.

August 11 forum

IMPORTANT: Please register here

Production-worthy computer vision models need large quantities of high-quality training data, even when the models themselves are tiny. Plumerai’s fully in-house data tooling therefore leverages several powerful machine learning techniques, allowing us to build and curate datasets with millions of images. In this talk, Jelmer will demonstrate how these tools allow us to identify and address issues in our dataset that negatively affect our models, for example by inspecting images that contributed strongly to a specific false prediction during training. He will also cover the other essential parts of our model and data pipelines, which together allow us to build accurate person detection models that run on the tiniest edge devices.

Jelmer Neeven is a deep learning scientist and software engineer with a passion for building smart tools and real-world AI applications. He obtained an MSc in AI from Maastricht University and has been with Plumerai for three years. He spends his time building efficient and robust AI for microcontrollers through researching novel model architectures, data techniques and training methods.


IMPORTANT: Please register here

Once registered, you will receive a link and dial in information to Zoom teleconference by email, that you can also add to your calendar.

We encourage you to register earlier since on-line broadcast capacity may be limited.

Note: tinyML Talks slides and videos will be available here on the tinyML Forum and the tinyML YouTube Channel afterwards for those who missed the live session. Please take a moment and subscribe to the YouTube channel today

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