Update README.md

README.md

@@ -1,3 +1,28 @@
----
-license: cc-by-4.0
----
+---
+license: cc-by-4.0
+library_name: ultralytics
+tags:
+- tumor-detection
+- brain-mri
+- yolov11
+- medical-imaging
+- brisc-2025
+- sota
+metrics:
+- mAP
+---
+
+# ACE-V1: Brain Tumor Localization
+ACE-V1 is a YOLO11 model trained on the **BRISC 2025** dataset for localizing tumors in MRI scans.
+
+### **Performance**
+* **mAP@50:** 0.92777 (Verified on test set)
+* **Optimal Weights:** Captured at **Epoch 65** (see `results.png` for convergence history).
+* **Target Class:** `tumor` (single-class detection).
+
+### **Usage**
+```python
+from ultralytics import YOLO
+
+model = YOLO('best.pt')
+results = model.predict('mri_scan.jpg', save=True)