:sweat_drops: Seamless, distributed, real-time integration of Blender into PyTorch data pipelines

PyTorchGeoNodes is a PyTorch module for differentiable shape programs / procedural models in forms of graphs. It can automatically translate Blender geometry node models into PyTorch code. Originally, it was designed to simplify the integration of procedural shape programs into machine learning pipelines for 3D scene understanding.

Read and write Latk files, read Tilt Brush files, and use PyTorch and ONNX models in Blender Grease Pencil. Tested in Blender LTS 3.6 and 4.2. SIGGRAPH 2024: https://doi.org/10.1145/3664221

Produces a list of Blender API commands to make a 3d model of a pytorch model.

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btorch contains simple PyTorch utilities for Blender.

extract animation poses from 3d to 2d, using by blender and pytorch-openpose.

Transform your hand-drawn sketches into 3D models using AI. Fast sketch-to-3D pipeline with PyTorch classification, depth estimation, and Blender-compatible exports.

A PyTorch implementation of NeRF trained on the NeRF Synthetic Blender Dataset (https://www.matthewtancik.com/nerf).

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Submoduled collection of repos, a complete pipeline for hand-drawn volumetric animation—a common file format, PyTorch and ONNX models, plugins for Unity and Blender. Presented at SIGGRAPH 2024.

An end-to-end AI quality inspection system. Utilizes synthetic data from Blender and an Explainable AI (XAI) model built with PyTorch. Features an interactive web app demo using Streamlit.

NeuroBlend is an AI-powered Blender add-on providing smart modeling, texturing, and animation tools. 🚀 ​Features: 🔹 AI Smoothing: Graph-based mesh refinement. 🔹 PBR Gen: Text-to-material generation. 🔹 Anim-Assist: Predictive keyframe smoothing. 🔹 Modular Core: Easy ONNX/PyTorch integration. ​Turn Blender into a smart co-pilot. 🎨🤖

<h1 align="center">Hi 👋, I'm Abdelrahman Ahmed</h1> <h3 align="center">ML and AI Intern at ITI SmartVillage</h3> <h3 align="left">Connect with me:</h3> <p align="left"> <a href="https://linkedin.com/in/abdelrahman ahmed" target="blank"><img align="center" src="https://raw.githubusercontent.com/rahuldkjain/github-profile-readme-generator/master/src/images/icons/Social/linked-in-alt.svg" alt="abdelrahman ahmed" height="30" width="40" /></a> </p> <h3 align="left">Languages and Tools:</h3> <p align="left"> <a href="https://www.blender.org/" target="_blank" rel="noreferrer"> <img src="https://download.blender.org/branding/community/blender_community_badge_white.svg" alt="blender" width="40" height="40"/> </a> <a href="https://www.cprogramming.com/" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/c/c-original.svg" alt="c" width="40" height="40"/> </a> <a href="https://www.w3schools.com/cpp/" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/cplusplus/cplusplus-original.svg" alt="cplusplus" width="40" height="40"/> </a> <a href="https://www.w3schools.com/cs/" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/csharp/csharp-original.svg" alt="csharp" width="40" height="40"/> </a> <a href="https://git-scm.com/" target="_blank" rel="noreferrer"> <img src="https://www.vectorlogo.zone/logos/git-scm/git-scm-icon.svg" alt="git" width="40" height="40"/> </a> <a href="https://www.java.com" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/java/java-original.svg" alt="java" width="40" height="40"/> </a> <a href="https://www.linux.org/" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/linux/linux-original.svg" alt="linux" width="40" height="40"/> </a> <a href="https://www.microsoft.com/en-us/sql-server" target="_blank" rel="noreferrer"> <img src="https://www.svgrepo.com/show/303229/microsoft-sql-server-logo.svg" alt="mssql" width="40" height="40"/> </a> <a href="https://www.mysql.com/" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/mysql/mysql-original-wordmark.svg" alt="mysql" width="40" height="40"/> </a> <a href="https://www.oracle.com/" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/oracle/oracle-original.svg" alt="oracle" width="40" height="40"/> </a> <a href="https://pandas.pydata.org/" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/devicons/devicon/2ae2a900d2f041da66e950e4d48052658d850630/icons/pandas/pandas-original.svg" alt="pandas" width="40" height="40"/> </a> <a href="https://www.postgresql.org" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/postgresql/postgresql-original-wordmark.svg" alt="postgresql" width="40" height="40"/> </a> <a href="https://www.python.org" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/python/python-original.svg" alt="python" width="40" height="40"/> </a> <a href="https://pytorch.org/" target="_blank" rel="noreferrer"> <img src="https://www.vectorlogo.zone/logos/pytorch/pytorch-icon.svg" alt="pytorch" width="40" height="40"/> </a> <a href="https://scikit-learn.org/" target="_blank" rel="noreferrer"> <img src="https://upload.wikimedia.org/wikipedia/commons/0/05/Scikit_learn_logo_small.svg" alt="scikit_learn" width="40" height="40"/> </a> <a href="https://seaborn.pydata.org/" target="_blank" rel="noreferrer"> <img src="https://seaborn.pydata.org/_images/logo-mark-lightbg.svg" alt="seaborn" width="40" height="40"/> </a> <a href="https://www.tensorflow.org" target="_blank" rel="noreferrer"> <img src="https://www.vectorlogo.zone/logos/tensorflow/tensorflow-icon.svg" alt="tensorflow" width="40" height="40"/> </a> </p>

Reality Capture & Blender & pytorch

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Designing an NPC agent and implementing reinforcement learning in Unity 3D. (C# , Python , TensorFLow , Pytorch , Unity 3D , Blenders , ML agents ).

Just an attempt to write a Blender add-on that creates differential growth, using pytorch, since it's a highly optimized library for generic purpose numeric computation, not just ML and DL