Abstract: In remote sensing image building extraction, image regions with similar textures or colors often cause false positives and false negatives in building-detection. Global features can help the ...

Abstract: Visual encoders are fundamental components in vision-language models (VLMs), each showcasing unique strengths derived from various pre-trained visual foundation models. To leverage the ...

Install PyTorch. Pick the proposed CUDA version if you have a GPU, otherwise pick CPU. My torch version: torch=1.9.1+cu111 torchvision=0.10.1+cu111 ...

proper logging of job progress proper error types good configuration error handling with spans etc. deduplication of resources to download document that all resource ...