Create README.md


README.md

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+---
+tags:
+- yolo11
+- valorant
+- object
+- detection
+---
+# Valorant Players Detector
+
+#### Supported Labels
+['Body', 'Head']
+
+#### ALL my models YOLOv10 & YOLOv9
+- Yolov9c: https://huggingface.co/jparedesDS/cs2-yolov9c
+- Yolov10s: https://huggingface.co/jparedesDS/cs2-yolov10s
+- Yolov10m: https://huggingface.co/jparedesDS/cs2-yolov10m
+- Yolov10b: https://huggingface.co/jparedesDS/cs2-yolov10b
+- Yolov10b: https://huggingface.co/jparedesDS/valorant-yolov10b
+
+#### How to use
+```
+from ultralytics import YOLO
+
+# Load a pretrained YOLO model
+model = YOLO(r'weights\yolov10b_vlr.pt')
+
+# Run inference on 'image.png' with arguments
+model.predict(
+    'image.png',
+    save=True,
+    device=0
+    )
+```
+#### Confusion matrix normalized
+![confusion_matrix_normalized.png](https://cdn-uploads.huggingface.co/production/uploads/62e1c9b42e4cab6e39dafc97/tE3CoiaB8ODKdQs_gTWTp.png)
+#### Labels
+![labels.jpg](https://cdn-uploads.huggingface.co/production/uploads/62e1c9b42e4cab6e39dafc97/okW-nqDnryqccYbsDt-ra.jpeg)
+#### Results
+![results.png](https://cdn-uploads.huggingface.co/production/uploads/62e1c9b42e4cab6e39dafc97/k7lUu5uaNXISLyGfLkOdX.png)
+#### Predict
+![val_batch2_labels.jpg](https://cdn-uploads.huggingface.co/production/uploads/62e1c9b42e4cab6e39dafc97/_ku6Baq6CrSkE7ap4zQbn.jpeg)
+![val_batch1_labels.jpg](https://cdn-uploads.huggingface.co/production/uploads/62e1c9b42e4cab6e39dafc97/EK7SfvdOdUAY8d20IXzqI.jpeg)
+```
+YOLO11m summary (fused): 303 layers, 20,031,574 parameters, 0 gradients, 67.7 GFLOPs
+                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 11/11 [00:06<00:00,  1.71it/s]
+                   all        999       2016      0.963      0.898      0.931      0.655
+                  Body        966       1029      0.971      0.935      0.958      0.791
+                  Head        936        987      0.955      0.862      0.904      0.519
+```
+
+#### Others models Counter Strike 2 YOLOv10m Object Detection
+https://huggingface.co/jparedesDS/valorant-yolov10b