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htcr / sam_road

Segment Anything Model for large-scale, vectorized road network extraction from aerial imagery. CVPRW 2024
https://arxiv.org/pdf/2403.16051.pdf
MIT License
151 stars 18 forks source link

Can you make it faster, or speed it up with less precision? #8

Closed kuaiqushangzixiba closed 6 months ago

kuaiqushangzixiba commented 6 months ago

Can you make it faster, or speed it up with less precision。。。。

htcr commented 6 months ago

The majority of computation comes from the SAM backbone. We are already using the smallest SAM variant, but I think there are many efficient SAM variants out their aiming to speed it up in different ways. So you can try those out. Maybe start from searching "Efficient SAM"?