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CAD-based data augmentation and transfer learning empowers part classification in manufacturing
Especially in manufacturing systems with small batches or customized products, as well as
in remanufacturing and recycling facilities, there is a wide variety of part types that may be …
in remanufacturing and recycling facilities, there is a wide variety of part types that may be …
Identifying type II quasars at intermediate redshift with few-shot learning photometric classification
Context. A sub-population of AGNs where the central engine is obscured are known as type
II quasars (QSO2s). These luminous AGNs have a thick and dusty torus that obscures the …
II quasars (QSO2s). These luminous AGNs have a thick and dusty torus that obscures the …
CAD-based Data Augmentation enabling Transfer Learning for Part Classification in Manufacturing
The stunning success of deep image classification approaches relies heavily on huge,
labeled datasets based on real-world images. Nonetheless, the latest generation of neural …
labeled datasets based on real-world images. Nonetheless, the latest generation of neural …