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Frontend Masters - Machine Learning in JavaScript with TensorFlow.js

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File Name
Size
16. Loading the Model & Webcam.mp4
79 MB
01. Introduction.vtt
8.9 kB
02. Machine Learning Overview.mp4
34 MB
02. Machine Learning Overview.vtt
12 kB
03. Pre-Trained Models Overview.mp4
18 MB
03. Pre-Trained Models Overview.vtt
6.4 kB
04. Object Detection with TensorFlow.js.mp4
58 MB
04. Object Detection with TensorFlow.js.vtt
18 kB
05. Using Webcam as Input.mp4
55 MB
05. Using Webcam as Input.vtt
18 kB
06. Using a Face Detection Model.mp4
48 MB
06. Using a Face Detection Model.vtt
14 kB
07. Detecting Parts of the Face.mp4
18 MB
07. Detecting Parts of the Face.vtt
5.6 kB
08. Face Detection Demos and Q&A.mp4
29 MB
08. Face Detection Demos and Q&A.vtt
9.8 kB
09. Transfer Learning Overview.mp4
31 MB
09. Transfer Learning Overview.vtt
10 kB
10. Training a Model with Teachable Machine.mp4
37 MB
10. Training a Model with Teachable Machine.vtt
12 kB
11. Using a Custom Trained Model.mp4
62 MB
11. Using a Custom Trained Model.vtt
18 kB
12. Running Predictions on a Loop.mp4
67 MB
12. Running Predictions on a Loop.vtt
18 kB
13. More Ways to Train Models.mp4
45 MB
13. More Ways to Train Models.vtt
15 kB
14. Training an Audio Model.mp4
29 MB
14. Training an Audio Model.vtt
9.4 kB
15. Sound Model Demos.mp4
14 MB
15. Sound Model Demos.vtt
4.6 kB
01. Introduction.mp4
25 MB
16. Loading the Model & Webcam.vtt
24 kB
17. Recording Examples.mp4
72 MB
17. Recording Examples.vtt
20 kB
18. TensorFlow Model Layers.mp4
44 MB
18. TensorFlow Model Layers.vtt
12 kB
19. Optimizing, Batching, & Training.mp4
35 MB
19. Optimizing, Batching, & Training.vtt
10 kB
20. Predictions from Live Webcam.mp4
42 MB
20. Predictions from Live Webcam.vtt
12 kB
21. Image Detector Project Setup.mp4
24 MB
21. Image Detector Project Setup.vtt
7.6 kB
22. Clearing the Drawing.mp4
18 MB
22. Clearing the Drawing.vtt
4.8 kB
23. Collecting Shape Training Data.mp4
59 MB
23. Collecting Shape Training Data.vtt
17 kB
24. Building Training & Testing Datasets.mp4
55 MB
24. Building Training & Testing Datasets.vtt
16 kB
25. Image Model Layers.mp4
69 MB
25. Image Model Layers.vtt
21 kB
26. Training the Model with Image Data.mp4
50 MB
26. Training the Model with Image Data.vtt
13 kB
27. Saving the Model Data.mp4
26 MB
27. Saving the Model Data.vtt
7.9 kB
28. Model Summary.mp4
18 MB
28. Model Summary.vtt
6.0 kB
29. Using the Model in the Browser.mp4
72 MB
29. Using the Model in the Browser.vtt
20 kB
30. Wrapping Up.mp4
36 MB
30. Wrapping Up.vtt
12 kB