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best.pt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:b0cdb2ceca8517a36c92d6d509f9ef29c5e211d2fd8cf5d72f95e5b2fc192ad3
+size 6247961

image_detection.py

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+import cv2
+from ultralytics import YOLO
+import gradio as gr
+
+def fonk(img_path):
+  
+    model=YOLO("/home/kahraman/Masaüstü/HuggingFace_Models_and_Spaces/Cattle_Detection_with_YOLOV8/best.pt") 
+    
+    img= cv2.imread(img_path, cv2.IMREAD_UNCHANGED)
+
+    results= model(img)
+    for result in results:
+        if result.boxes is not None and len(result.boxes):
+            box = result.boxes
+            x1, y1, x2, y2 = map(int, box.xyxy[0])
+            print(x1, y1, x2, y2)
+            img = cv2.rectangle(img, (x1, y1), (x2, y2), (0, 255, 0), 2)
+    return img
+
+demo = gr.Interface(fonk,
+                    inputs= gr.Image(type="filepath"),
+                    outputs=gr.Image(),
+                    examples= "/home/kahraman/Masaüstü/HuggingFace_Models_and_Spaces/Cattle_Detection_with_YOLOV8/images.jpeg"
+                    )
+demo.launch()
+    

requirements.txt

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+certifi==2023.11.17
+charset-normalizer==3.3.2
+contourpy==1.2.0
+cycler==0.12.1
+filelock==3.13.1
+fonttools==4.47.2
+fsspec==2023.12.2
+idna==3.6
+Jinja2==3.1.3
+kiwisolver==1.4.5
+MarkupSafe==2.1.4
+matplotlib==3.8.2
+mpmath==1.3.0
+networkx==3.2.1
+numpy==1.26.3
+nvidia-cublas-cu12==12.1.3.1
+nvidia-cuda-cupti-cu12==12.1.105
+nvidia-cuda-nvrtc-cu12==12.1.105
+nvidia-cuda-runtime-cu12==12.1.105
+nvidia-cudnn-cu12==8.9.2.26
+nvidia-cufft-cu12==11.0.2.54
+nvidia-curand-cu12==10.3.2.106
+nvidia-cusolver-cu12==11.4.5.107
+nvidia-cusparse-cu12==12.1.0.106
+nvidia-nccl-cu12==2.18.1
+nvidia-nvjitlink-cu12==12.3.101
+nvidia-nvtx-cu12==12.1.105
+opencv-python==4.9.0.80
+packaging==23.2
+pandas==2.2.0
+pillow==10.2.0
+psutil==5.9.8
+py-cpuinfo==9.0.0
+pyparsing==3.1.1
+python-dateutil==2.8.2
+pytz==2023.4
+PyYAML==6.0.1
+requests==2.31.0
+scipy==1.12.0
+seaborn==0.13.2
+six==1.16.0
+sympy==1.12
+thop==0.1.1.post2209072238
+torch==2.1.2
+torchvision==0.16.2
+tqdm==4.66.1
+triton==2.1.0
+typing_extensions==4.9.0
+tzdata==2023.4
+ultralytics==8.1.8
+urllib3==2.1.0
+gradio==4.18.0