Gettin’ into the (Tensor)Flow

on YouTube ↗26m

" summary

Live demos show TensorFlow running in the browser via WebGL and on Node with CPU or Nvidia GPU, including a touch-based left/right detector that reaches 100% accuracy in the demo, a repurposed speech-commands model that recognizes music chords, and a camera app that classifies charging vs not charging using a KNN classifier over MobileNet feature states. Code uses pre-trained models, exposes bias from limited training data, and pushes tiny results to Firebase for a live emoji wall.

AI-written summary · about

" chapters (10)

1. 0:00Start
2. 1:58Smart Phones
3. 3:28Machine Learning Robot
4. 7:39Create a Tensor
5. 7:54Operations
6. 9:48Hidden Layers
7. 10:52Activation Function
8. 15:30Demo
9. 21:07Import Tensorflow
10. 21:58The Explain Function

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