Using Synthetic Images to Evaluate and Improve Object Detection Neural Network Performance on Aerial Image Datasets
Machine learning-based models for object detection heavily rely on large datasets of labeled images. When models trained on these datasets are applied to Unmanned Aerial Vehicle (UAV) imagery, the problem arises that the conditions under which the training images were created (lighting, altitude, an...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
World Scientific
2022
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| Subjects: | |
| Online Access: | View Fulltext in Publisher |