#5 Live Coding - Visualising a Neural Network in 3D - installing Tensorflow in Blender

Опубликовано: 12 Октябрь 2024
на канале: CODE MENTAL

733

I have managed to create python code to visualise fully connected layers in a neural network.
Today I will be installing Tensorflow, Pillow, and other libraries I need inside Blender 3.2 using virtual environment. Wish me luck.
Gist with source code, check links below under Source Code.

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✅ Source Code

https://spltech.co.uk/visualizing-a-n...

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✅ TIMESTAMPS

0:00 Introduction
5:00 Draft version of neural network in 3D with Blender 2.93
7:30 Stream lagging because Tensorflow hogging my GPU - I will fix this later
14:30 Installing Tensorflow in Blender 3.2
25:00 Installing Tensorflow, Pillow, and other Libs with pip and virtualenv
47:00 Adding Python libraries with sys.path.append
50:00 Testing installation of Tensorflow inside Blender
57:00 Visualising neural network
1:00:00 Refactoring code into separate Python Modules
1:08:00 Tensorflow is hogging y GPU memory again
1:14:00 tf.config.experimental.set_memory_growth
1:22:00 How to change code in modules without restarting Blender
1:26:00 Trying System-Reload
1:30:00 solution without restart of Blender
1:38:00 More Refactoring
1:45:00 How to import function from python module
1:48:00 Tensorflow hogging my GPU again - I will eventually fix it
2:02:00 More refactoring
2:12:00 Memory usage in my RTX 3070 GPU
2:20:00 Solved Tensorflow GPU memory hog issue
2:27:00 Merging code for visualising neural network
2:33:00 StructRNA of Material has been removed error?!
2:36:00 I fix the error
2:44:00 Fixing more errors
3:02:00 Final visualisation of the neural network - for the evening

#python #pythonforbeginners #blender #python3d #tensorflow