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

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

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...

Full description

Bibliographic Details
Main Authors: Kho, Dickson Yik Cheng, Norazlianie, Sazali, Kettner, Maurice, Friedrich, Christian, Schempp, Constantin, Salim, Naqib, 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%20Instance%20Segmentation.pdf

Internet

http://umpir.ump.edu.my/id/eprint/42815/1/Synthetic%20Image%20Data%20Generation%20via%20Rendering%20Techniques%20for%20Training%20AI-Based%20Instance%20Segmentation.pdf

Similar Items