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

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. ✅ Recommended Courses (Includes Amazon Affiliate Links) ================================== ⭐ Python for Everybody 👉🏼 https://coursera.pxf.io/mgJKke ⭐ Machine Learning Specialization with Andrew Ng 👉🏼 https://imp.i384100.net/KemLOy ⭐ Learn Data Science with Coursera Plus 👉🏼 https://imp.i384100.net/c/3326428/1320998/14726 ✅ Recommended Playlists ================================== #️⃣ Wildlife Detection with the Raspberry PI 👉🏼 https://youtube.com/playlist?list=PL3OV2Akk7XpA_Jhbsqj5-eOBOzbApeh3U #️⃣ Tensorflow Style Transfer Tutorial and Examples 👉 https://youtube.com/playlist?list=PL3OV2Akk7XpDmz2oSyTv6AOtOtDZwC2ee #️⃣ 3D Deep Learning 👉🏼 https://youtube.com/playlist?list=PL3OV2Akk7XpBPBEw1jekpxDJYIRPEHbUi #️⃣ Creating a 3D model of a Photo using Python and Numpy 👉🏼 https://youtube.com/playlist?list=PL3OV2Akk7XpDs8uSg6iegIKlmY8XxSrNr #️⃣ Python Problems for Beginners 👉🏼 https://youtube.com/playlist?list=PL3OV2Akk7XpC-fsHuJ3RLpnzOXmED7oAI #️⃣ Python Bot Development For Beginners 👉🏼 https://youtube.com/playlist?list=PL3OV2Akk7XpBwRE5oTY9yJK5x-RFmJ_g2 #️⃣ Web Scraping Projects 👉🏼 https://youtube.com/playlist?list=PL3OV2Akk7XpBUHgzTDlT8NRCM5RTBD3E4 #️⃣ Blender Python API 👉🏼 https://youtube.com/playlist?list=PL3OV2Akk7XpBlVnaa6vqEWKcbg_sBTlPX ✅ My Favorite Tech (Includes Amazon Affiliate Links) ================================== 💻 Ryzen 5950 and RTX 3090 PC for Gaming And ML 👉🏼 https://amzn.to/3Pz5saF 🖥 Gigabyte RTX 3090 Ti 👉🏼 https://amzn.to/3cxKN8l 🖥 Gigabyte RTX 3080 Ti 👉🏼 https://amzn.to/3BeRZjX 🖥 Gigabyte RTX 3070 Ti 👉🏼 https://amzn.to/3z3ZpUC 🖥 Gigabyte RTX 3060 👉🏼 https://amzn.to/3BmEpLk 👨🏼‍💻 M2 Macbook Pro 8GB 👉🏼 https://amzn.to/3OwPKve 👨🏼‍💻 M2 Macbook Air 8GB 👉🏼 https://amzn.to/3PNA7Ri 📟 Raspberry PI 👉 🏼https://amzn.to/3z4wKyP 📟 Raspberry Pi HQ Camera 👉🏼 https://amzn.to/3BirRVo 🖲 Web Camera 👉🏼 https://amzn.to/3v8inIs 📸 My Camera of Choice 👉🏼 https://amzn.to/3BinAkO 🖥 My Monitor of Choice 👉🏼 https://amzn.to/3z6GQ1U 🏢 Standing Desk 👉🏼 https://amzn.to/3Be5ssg 📗 Deep Learning Must Read 👉🏼 https://amzn.to/3OvbCHI ✅ My RTX 3070 and Ryzen 5900 Machine Learning PC Build (Includes Amazon Affiliate Links) ======================================================= #️⃣ Watch My First Deep Learning PC Build 👉🏼 https://youtube.com/playlist?list=PL3OV2Akk7XpBQBavMnbnz8pKP_AukSiUa #️⃣ AMD Ryzen 5900X CPU 👉🏼 https://amzn.to/3z6K9Gm #️⃣ Gigabyte GeForce RTX 3070 EAGLE OC 8GB Graphics Card 👉🏼 https://amzn.to/3BeWTgM #️⃣ ASUS ROG Strix X570-E Gaming ATX Motherboard, AMD Socket AM4 👉🏼 https://amzn.to/3PNEJXC #️⃣ Corsair iCUE H150i PRO XT RGB Liquid CPU Cooler (360mm) 👉🏼 https://amzn.to/3b3w44w #️⃣ Samsung Nvme 980 pro 2tb 👉🏼 https://amzn.to/3zwYpKd #️⃣ Crucial Solid State Drive 1TB 👉🏼 https://amzn.to/3J3tBUz #️⃣ PC Case - Phanteks Eclipse P600S 👉🏼 https://amzn.to/3Pw34BB #️⃣ Memory - Corsair Vengeance RGB Pro 32GB (2x16GB) DDR4 3600- Black 👉🏼 https://amzn.to/3owSSwA #️⃣ Power Supply - CORSAIR CX750F RGB - 750 Watt, Fully Modular 👉🏼 https://amzn.to/3ophd7E As an Amazon Associate, I earn a small commission from qualifying purchases on the amazon links above. ✅ Source Code https://spltech.co.uk/visualizing-a-neural-network-in-3d-with-python-blender-and-tensorflow/ ✅ BUSINESS ENQUIRIES [email protected] ✅ SUPPORT THE CHANNEL or get MENTORING http://www.patreon.com/codemental ✅ FOLLOW ME IG 👉🏼 https://www.instagram.com/codemental/ Blog 👉🏼 https://spltech.co.uk/blog/ ✅ 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