1/3 of all food gets wasted, with millions of tons of food being thrown away each day. Food does not mean the same thing everywhere in the world, there are thousands of different meals across the world, therefore a lot of different classes to distinguish between. In this talk we’ll see through challenges of food-waste classification and see how foundation models can be useful to this task. We will also explore how we use FiftyOne to test models during development.
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L
Speaker
Luka Posilović
2
talks
Head of Machine Learning
Kitro
Luka Posilović is a computer scientist with a PhD from FER, Zagreb, Croatia, working as a Head of machine learning in Kitro. Him and the team are trying to reduce the global food waste problem by using AI.
Bio from: Feb 2024 – AI, Machine Learning & Data Science Meetup
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1/3 of all food gets wasted, with millions of tons of food being thrown away each day. Food does not mean the same thing everywhere in the world, there are thousands of different meals across the world, therefore a lot of different classes to distinguish between. In this talk we’ll see through challenges of food-waste classification and see how foundation models can be useful to this task. We will also explore how we use FiftyOne to test models during development.