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cs.CV2024
Visual Car Brand Classification by Implementing a Synthetic Image Dataset Creation Pipeline
Jan Lippemeier, Stefanie Hittmeyer, Oliver Niehörster +1
Recent advancements in machine learning, particularly in deep learning and object detection, have significantly improved performance in various tasks, including image classificatio…
cs.CV2024
Investigation of the Impact of Synthetic Training Data in the Industrial Application of Terminal Strip Object Detection
Nico Baumgart, Markus Lange-Hegermann, Mike Mücke
In industrial manufacturing, deploying deep learning models for visual inspection is mostly hindered by the high and often intractable cost of collecting and annotating large-scale…