Synthetic image data generation via rendering techniques for training AI-based instance segmentation

• Main Authors: Kho, Dickson Yik Cheng, Norazlianie, Sazali, Ismayuzri, Ishak, Saiful Anwar, Che Ghani
• Format: Article
• Language: English
• Published: Semarak Ilmu Publishing 2026
• Subjects: TJ Mechanical engineering and machinery; TS Manufactures
• Online Access: http://umpir.ump.edu.my/id/eprint/42815/1/Synthetic%20image%20data%20generation%20via%20rendering%20techniques%20for%20training%20AI-based.pdf; http://umpir.ump.edu.my/id/eprint/42815/; https://doi.org/10.37934/araset.62.1.158169

Synthetic image data generation has gained popularity in computer vision and machine learning in recent years. The work introduces a technique for creating artificial image data by utilizing 3D files and rendering methods in Python and Blender. The technique employs BlenderProc, a rendering tool for...