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Update app.py
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app.py
CHANGED
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@@ -5,16 +5,17 @@ from PIL import Image
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import io
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from contextlib import asynccontextmanager
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# Gunakan lifespan event handler (pengganti @app.on_event)
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@asynccontextmanager
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async def lifespan(app: FastAPI):
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global model
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print("🚀 Memuat model ResNet50 dari Hugging Face...")
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model = pipeline(
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"image-classification",
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model="SanketJadhav/PlantDiseaseClassifier-Resnet50"
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feature_extractor_kwargs={"use_fast": True} # hilangkan warning slow processor
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)
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print("✅ Model siap digunakan (CPU mode)")
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yield
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print("🧹 Server FastAPI dimatikan.")
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import io
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from contextlib import asynccontextmanager
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@asynccontextmanager
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async def lifespan(app: FastAPI):
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global model
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print("🚀 Memuat model ResNet50 dari Hugging Face...")
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+
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# Muat model tanpa argumen tambahan
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model = pipeline(
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"image-classification",
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model="SanketJadhav/PlantDiseaseClassifier-Resnet50"
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)
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+
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print("✅ Model siap digunakan (CPU mode)")
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yield
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print("🧹 Server FastAPI dimatikan.")
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