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likyoo / SemiCD-VL

The pytorch implementation for "SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-supervised Change Detector"
Apache License 2.0
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Use a different VLM #2

Closed tcourat closed 2 weeks ago

tcourat commented 2 months ago

Hi,

Thanks for you work.

Have you tried to use a different VLM, and especially a "remote sensing" VLM such as RemoteCLIP instead of a general one like APE ?

likyoo commented 2 months ago

Yes, we tried them. But sadly, they don't even perform better than CLIP.

likyoo commented 2 weeks ago

@tcourat We evaluated the performance of remote sensing CLIP on segmentation tasks in SegEarth-OV, which may be a reference.