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Brickognize: Applying Photo-Realistic Image Synthesis for Lego Bricks Recognition with Limited Data

During the last few years, supervised deep convolutional neural networks have become the state-of-the-art for image recognition tasks. Nevertheless, their performance is severely linked to the amount and quality of the training data. Acquiring and labeling data is a major challenge that limits their...

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Váldodahkkit: Joel Vidal, Guillem Vallicrosa, Robert Martí, Marc Barnada
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: MDPI AG 2023-02-01
Ráidu:Sensors
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Liŋkkat:https://www.mdpi.com/1424-8220/23/4/1898
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