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Do you want to build your own AI Assistant in Python, that can recognise things, like faces, people or specific objects. In this video we'll look at how to use Object Classifiers, using Google Colab and TensorFlow. You can try this at home too - its all browser based and completely free. Google Colab: https://colab.research.google.com For more information, tutorials, parts and more visit: https://www.smarsfan.com To join the membership at bronze, silver or gold levels, head over to https://www.smarsfan.com/membership Enjoy this video? Buy me a coffee! https://www.buymeacoffee.com/kevinmcaleer Music by Epidemic Sounds https://www.epidemicsound.com/referral/h7e3kx/ MicroPython & Python Code on GitHub: https://www.github.com/kevinmcaleer Chapters 00:00 Introduction 00:33 Overview of the session 01:36 Google Colab 03:02 How does machine learning work? 04:56 Image Processing 06:05 Like a subscribe & CTA 09:12 What is a Neuron? 09:58 How Neural Networks Work 11:49 Full Model 14:00 How does ML actually work though? 14:57 Normalisation 15:54 Tensors 17:04 What is a Tensor? 17:39 Fashion-MNist Dataset 18:55 Fashion-MNist example image 19:25 Training and Testing - process flow 21:10 TwitcherPi Images 24:49 Demo Time 42:21 Next Steps 44:42 Updates 46:00 1 Year of YouTubing 47:18 Q&A #Pico #Python #Robotics
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