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TORRENT DETAILS
Deep Learning Using Tensorflow Lite On Raspberry Pi
TORRENT SUMMARY
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This course is focused on Embedded Deep learning in Python . Raspberry PI 4 is utilized as a main hardware and we will be building practical projects with custom data .
We will start with trigonometric functions approximation . In which we will generate random data and produce a model for Sin function approximation
Next is a calculator that takes images as input and builds up an equation and produces a result .This Computer vision based project is going to be using convolution network architecture for Categorical classification
Another amazing project is focused on convolution network but the data is custom voice recordings . We will involve a little bit of electronics to show the output by controlling our multiple LEDs using own voice .
Unique learning point in this course is Post Quantization applied on Tensor flow models trained on Google Colab . Reducing size of models to 3 times and increasing inferencing speed up to 0.03 sec per input .
Sections :
Non-Linear Function Approximation Visual Calculator Custom Voice Controlled Led
Outcomes After this Course : You can create
Deep Learning Projects on Embedded Hardware Convert your models into Tensorflow Lite models Speed up Inferencing on embedded devices Post Quantization Custom Data for Ai Projects Hardware Optimized Neural Networks Computer Vision projects with OPENCV Deep Neural Networks with fast inferencing Speed
Hardware Requirements
Raspberry PI 4 12V Power Bank 2 LEDs ( Red and Green ) Jumper Wires Bread Board Raspberry PI Camera V2 RPI 4 Fan 3D printed Parts
Software Requirements
Python3 Motivated mind for a huge programming Project Before buying take a look into this course GitHub repository
Basic Electronics Understanding Basic Python Programming Hardware : Raspberry pi 4 Hardware : 12V Power Bank Hardware : Raspberry PI Camera V2 Hardware : 2 LEDs ( Red and Green ) Hardware : Bread Board Hardware : RPI 4 Fan Hardware : 3D printed Parts Hardware : Jumper Wires
Last Updated 9/2022
VISITOR COMMENTS (0 )
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TutsNode.net.txt
63 B
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/1. Non Linear Trigonometric Functions Approximation/1. a.mp4
116.4 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/1. Non Linear Trigonometric Functions Approximation/2. b.mp4
118.7 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/1. Non Linear Trigonometric Functions Approximation/3. c.mp4
73 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/1. Non Linear Trigonometric Functions Approximation/4. d.mp4
105.2 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/1. Non Linear Trigonometric Functions Approximation/5. e.mp4
66.7 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/1. Non Linear Trigonometric Functions Approximation/6. f.mp4
74.1 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/1. Non Linear Trigonometric Functions Approximation/7. g.mp4
69.1 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/1. Non Linear Trigonometric Functions Approximation/8. h.mp4
69.5 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/1. a.mp4
83.2 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/10. j.mp4
44.9 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/11. k.mp4
32.4 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/12. l.mp4
128.2 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/13. m.mp4
30.8 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/14. n.mp4
81.2 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/15. o.mp4
103.5 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/16. p.mp4
82.3 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/17. q.mp4
97.9 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/18. r.mp4
122.7 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/19. s.mp4
108.8 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/2. b.mp4
50.1 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/20. t.mp4
113.9 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/21. u.mp4
123.7 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/22. v.mp4
76.3 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/23. w.mp4
117.9 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/24. x.mp4
118.2 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/25. y.mp4
131.3 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/26. z.mp4
192 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/27. za.mp4
146.9 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/3. c.mp4
94.3 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/4. d.mp4
102.8 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/5. e.mp4
104 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/6. f.mp4
87.8 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/7. g.mp4
74.4 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/8. h.mp4
120.3 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/2. Visual Calculator/9. i.mp4
84.7 MB
[TutsNode.net] - Deep learning using Tensorflow Lite on Raspberry Pi/3. Audio Led Controlling/1. Resources for installations..html
