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Synthetic Image Data for Deep Learning by niteshsamindre is a document available to read on EtoBox.
What is Synthetic Image Data for Deep Learning about?
This document discusses the use of realistic synthetic image data generated from 3D vehicle CAD models to enhance training for image classification and segmentation models in deep learning. The authors found that while models trained solely on synthetic images performed poorly on real validation images, incorporating even a small number of real images significantly improved accuracy. The research highlights the potential of synthetic images to reduce training costs and improve model performance, particularl
- Author
- niteshsamindre
- Language
- EN