A procedural Blender pipeline for photorealistic training image generation. BlenderProc has to be run inside the blender python environment, as only there we can access the blender API. Therefore, instead of running your script with the usual python interpreter, the command line interface of BlenderProc has to be used. In general, one run of your script first loads or constructs a 3D scene, then sets some camera poses inside this scene and renders different types of images (RGB, distance, semantic segmentation, etc.) for each of those camera poses. Usually, you will run your script multiple times, each time producing a new scene and rendering e.g. 5-20 images from it. With a little more experience, it is also possible to change scenes during a single script call, read here how this is done. As blenderproc runs in blenders separate python environment, debugging your blenderproc script cannot be done in the same way as with any other python script.

Features

  • *.obj, *.ply, *.blend, *.fbx, BOP, ShapeNet, Haven, 3D-FRONT, etc.
  • Set or sample object poses, apply physics and collision checking
  • Set or sample physically-based materials and textures
  • Set or sample lights, automatic lighting of 3D-FRONT scenes
  • Set, sample or load camera poses from file
  • RGB, stereo, depth, normal and segmentation images/sequences
  • .hdf5 containers, COCO & BOP annotations

Project Samples

Project Activity

See All Activity >

License

GNU General Public License version 3.0 (GPLv3)

Follow BlenderProc

BlenderProc Web Site

Other Useful Business Software
Fully managed relational database service for MySQL, PostgreSQL, and SQL Server Icon
Fully managed relational database service for MySQL, PostgreSQL, and SQL Server

Focus on your application, and leave the database to us

Cloud SQL manages your databases so you don't have to, so your business can run without disruption. It automates all your backups, replication, patches, encryption, and storage capacity increases to give your applications the reliability, scalability, and security they need.
Try for free
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of BlenderProc!

Additional Project Details

Programming Language

Python

Related Categories

Python Synthetic Data Generation Software

Registered

2023-05-22