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README.md

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 CropVLM is a CLIP-based zero-shot image classifier adapted for crop and fruit recognition. It compares one image embedding against text embeddings for candidate class names, then returns the class with the highest cosine similarity.
 
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-  <a href="https://arxiv.org/abs/XXXX.XXXXX"><img src="https://img.shields.io/badge/arXiv-Paper-b31b1b.svg" alt="Paper"></a>
+  <a href="https://arxiv.org/abs/2605.03259"><img src="https://img.shields.io/badge/arXiv-Paper-b31b1b.svg" alt="Paper"></a>
   <a href="https://github.com/boudiafA/CropVLM"><img src="https://img.shields.io/badge/GitHub-Repository-181717.svg" alt="GitHub"></a>
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