Synthetic Image Generation for Object Detection using CAD Models

doi:doi:10.57702/osjs18nw

Synthetic Image Generation for Object Detection using CAD Models

A custom Blender code is used to generate labeled training images containing the rendered CAD model in context. Then, a pretrained object detection model is fine-tuned on the generated dataset.

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The json representation of the dataset with its distributions based on DCAT.
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Igor Garcia Ballhausen Sampaio, Luigy Machaca, Jos´e Viterbo, Joris Gu´erin (2024). Dataset: Synthetic Image Generation for Object Detection using CAD Models. https://doi.org/10.57702/osjs18nw

DOI retrieved: December 16, 2024

Additional Info

Field	Value
Created	December 16, 2024
Last update	December 16, 2024
Author	Igor Garcia Ballhausen Sampaio
More Authors	Luigy Machaca Jos´e Viterbo Joris Gu´erin