Combining Synthetic Images and Deep Active Learning: Data-Efficient Training of an Industrial Object Detection Model
Generating synthetic data is a promising solution to the challenge of limited training data for industrial deep learning applications. However, training on synthetic data and testing on real-world data creates a sim-to-real domain gap. Research has shown that the combination of synthetic and real im...
| Үндсэн зохиолчид: | , |
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| Формат: | Өгүүллэг |
| Хэл сонгох: | English |
| Хэвлэсэн: |
MDPI AG
2024-01-01
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| Цуврал: | Journal of Imaging |
| Нөхцлүүд: | |
| Онлайн хандалт: | https://www.mdpi.com/2313-433X/10/1/16 |