BlenderSynth

Dataset generator

A Python library for generating synthetic 3D datasets using Blender with custom features for rich per-pixel information and multiview rendering.

Synthetic Blender Dataset Production

GitHub

63 stars
4 watching
5 forks
Language: Python
last commit: 6 days ago
Linked from 1 awesome list

blenderdepth-imagesdistributed-renderingnormal-imagespythonrenderingshader-aovsyntheticsynthetic-data

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
nvidia/dataset_synthesizer Generates synthetic images and associated data for training deep learning models 573
dmey/synthia Software for generating synthetic multivariate data with statistical properties preserved 57
kwan3854/ceb_econ An AI-powered character generator plug-in for Blender that uses the CEB_ECON algorithm to create 3D models from images. 83
risteon/blender_kitti Tools and scripts to visualize large datasets from the KITTI dataset in Blender using Python 72
friggog/tree-gen Generates 3D tree models procedurally using Python 836
labforcomputationalvision/texturesynth Generates synthetic digital images of visual textures based on mathematical models 34
a1studmuffin/spaceshipgenerator Generates 3D spaceship models procedurally from random parameters. 7,671
uhlik/bpy A Blender Python script library providing tools and features for 3D modeling and scene manipulation 970
autonomousvision/differentiable_volumetric_rendering A system for generating 3D meshes from input images using learned implicit representations 804
fogleman/sdf A Python library for generating 3D meshes based on Signed Distance Functions (SDFs) and saving them in various formats. 1,611
meshpro/dmsh A Python library for generating high-quality 2D meshes 210
klen/mixer A library that generates fake data for testing and fixture replacement in various frameworks 944
antmicro/gerber2blend Generates 3D models from PCB fabrication Gerber files 9
unity-technologies/com.unity.perception Generates synthetic datasets for training and validation in computer vision 926
yuki-koyama/blender-cli-rendering Blender Python scripts for generating scenes and rendering images from the command-line interface. 778