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Update app.py
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app.py
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@@ -1,15 +1,12 @@
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import gradio as gr
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from ultralytics import YOLO
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from PIL import Image
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import numpy as np
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import os
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# --- Load YOLOv12 model ---
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model_path = "best.pt"
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if os.path.exists(model_path)
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model = YOLO(model_path)
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else:
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model = None
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# --- Inference function ---
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def detect_ear(image: Image.Image, conf: float = 0.25):
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@@ -21,9 +18,8 @@ def detect_ear(image: Image.Image, conf: float = 0.25):
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return Image.fromarray(annotated)
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except Exception as e:
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print(f"Model inference failed: {e}")
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# --- Dummy fallback ---
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import PIL.ImageDraw as ImageDraw
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im = image.copy()
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draw = ImageDraw.Draw(im)
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w, h = im.size
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@@ -41,7 +37,7 @@ iface = gr.Interface(
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],
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outputs=gr.Image(type="pil", label="Detection Result"),
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title="Automated Ear Disease Detection",
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description="Detect ear conditions using YOLOv12"
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)
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# --- Launch App ---
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import os
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import numpy as np
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from PIL import Image, ImageDraw
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import gradio as gr
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from ultralytics import YOLO
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# --- Load YOLOv12 model ---
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model_path = "best.pt"
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model = YOLO(model_path) if os.path.exists(model_path) else None
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# --- Inference function ---
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def detect_ear(image: Image.Image, conf: float = 0.25):
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return Image.fromarray(annotated)
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except Exception as e:
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print(f"Model inference failed: {e}")
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# --- Dummy fallback ---
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im = image.copy()
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draw = ImageDraw.Draw(im)
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w, h = im.size
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],
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outputs=gr.Image(type="pil", label="Detection Result"),
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title="Automated Ear Disease Detection",
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description="Detect ear conditions using YOLOv12. If the model fails to load, a dummy detection will be shown."
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)
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# --- Launch App ---
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