rest

app.py

@@ -0,0 +1,19 @@
+from fastapi import FastAPI, UploadFile, File
+from fastapi.responses import JSONResponse
+from PIL import Image
+import io
+
+app = FastAPI()
+
+@app.get("/")
+def root():
+    return {"message": "API is running"}
+
+@app.post("/predict")
+async def predict(img: UploadFile = File(...)):
+    image = Image.open(io.BytesIO(await img.read()))
+    
+    # Run your ML model here
+    result = "Anomaly: Shadowing"  # Replace this with your prediction logic
+    
+    return JSONResponse(content={"result": result})