WeAreDevelopers LIVE • Dec 16, 2024

Mastering Image Classification: A Journey with Cakes

Carly Richmonds

Carly Richmond proves standard web developers can conquer machine learning without deep math. Learn to build custom image classifiers using TensorFlow.js and transfer learning to detect hyper-realistic cakes.

Starting at 4:43 · Watch from the beginning

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Matching moments

2:36 min

Experimenting with JavaScript machine learning for cake detection

Carly Richmnd · Coffee With Developers

3:36 min

Exploring machine learning and image classification in JavaScript

Carly Richmond

Carly Richmond · World Congress 2025

4:27 min

Comparing custom machine learning models with transfer classification

Carly Richmnd · Coffee With Developers

4:13 min

Implementing machine learning with Core ML and Vision

MIlan Todorović

MIlan Todorović · World Congress 2025

1:17 min

Lessons learned on understanding how machine learning models work

Carly Richmond

Carly Richmond · World Congress 2025

3:47 min

From crafted algorithms to deep learning and pattern recognition

Jonas Andrulis

Jonas Andrulis · World Congress 2024

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