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Tech blog

September 01, 2022

Leveraging 3D Engines for Data Generation in Deep Learning

Applied to the specific case of scene text detection.

In the field of computer vision, synthetic data generation is especially interesting since the number of relevant resources and tools have grown and improved significantly over the years. The development has not been in the field of machine learning though, but rather in game engines such as Unreal Engine, Blender and Unity. Often produced by professional designers, realistic scenes are produced offering great details.

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