Shypd.aiThe largest open index of AI toolsBlenderProc is an open-source procedural Blender pipeline for generating photorealistic training images. It enables the creation of synthetic data for training computer vision models, supporting various object formats and rendering options.
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BlenderProc is a powerful open-source tool designed to create photorealistic synthetic training images using a procedural Blender pipeline. It's ideal for generating large datasets for computer vision models, offering extensive features for loading diverse object formats like .obj, .ply, .blend, and BOP datasets. Users can procedurally set object poses, apply physics for collision checking, and manipulate materials and lighting. The tool supports rendering various image types including RGB, stereo, depth, normal, and segmentation images, and can write results to .hdf5 containers with COCO & BOP annotations. It provides comprehensive documentation, tutorials, and examples to help users get started with synthetic data generation.
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