Can Synthetic Data Improve Object Detection Results for Remote Sensing Images?

9 Jun 2020 Weixing Liu Jun Liu Bin Luo

Deep learning approaches require enough training samples to perform well, but it is a challenge to collect enough real training data and label them manually. In this letter, we propose the use of realistic synthetic data with a wide distribution to improve the performance of remote sensing image aircraft detection... (read more)

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