Update README.md

README.md

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 license: apache-2.0
 library_name: transformers
+datasets:
+- RationAI/PanNuke
+tags:
+- biology
 ---
 
 
+# LSP-DETR: Efficient and Scalable Nuclei Segmentation in Whole Slide Images
+
+LSP-DETR (Local Star Polygon DEtection TRansformer) is a lightweight, efficient, and end-to-end deep learning model for nuclei instance segmentation in histopathological images. It combines a DETR-based transformer decoder with star-convex polygon shape descriptors to enable accurate and fast segmentation without complex post-processing.
+
+
+
+
 ```python
 from transformers import AutoModelForObjectDetection, AutoImageProcessor