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What is Optimized Building Detection with Res2-Unet about?

This article presents a novel building detection method using a pruned Res2-Unet model enhanced by the SOKS pruning technique, which optimizes kernel shapes to reduce computational costs and improve accuracy. The proposed method leverages satellite imagery and demonstrates superior performance compared to existing models, utilizing datasets from WHU East Asia Satellite and Massachusetts. Key contributions include the development of the SOKS technique for efficient pruning and the successful application of d

Author

IJICT JOURNAL

Language

EN