Update main.py

main.py

@@ -6,8 +6,8 @@ import random
 
 app = FastAPI()
 
-@app.post("/analyze-image/")
-async def analyze_image(file: UploadFile = File(...)):
+@app.post("/analyze-medical-image/")
+async def analyze_medical_image(file: UploadFile = File(...)):
     # Validate file type
     if not file.content_type.startswith("image/"):
         raise HTTPException(status_code=400, detail="File must be an image")
@@ -17,22 +17,35 @@ async def analyze_image(file: UploadFile = File(...)):
         contents = await file.read()
         image = Image.open(io.BytesIO(contents))
         
-        # Mock image analysis
+        # Mock medical image analysis
         mock_results = {
             "image_size": image.size,
             "format": image.format,
-            "mock_confidence": round(random.uniform(0.7, 0.99), 2),
-            "mock_classification": random.choice(["positive", "negative", "neutral"]),
+            "mock_diagnosis": random.choice([
+                "Normal",
+                "Pneumonia",
+                "Fracture",
+                "Tumor",
+                "Inflammation"
+            ]),
+            "mock_confidence": round(random.uniform(0.65, 0.95), 2),
             "mock_details": {
-                "object_detected": random.choice(["cat", "dog", "car", "tree", "none"]),
-                "processing_time_ms": random.randint(100, 500)
+                "region_of_interest": random.choice(["Lung", "Bone", "Brain", "Liver", "None"]),
+                "severity": random.choice(["Mild", "Moderate", "Severe"]),
+                "processing_time_ms": random.randint(200, 600),
+                "recommendation": random.choice([
+                    "Further testing required",
+                    "Consult specialist",
+                    "Monitor condition",
+                    "Immediate treatment advised"
+                ])
             }
         }
         
         return JSONResponse(content={
             "status": "success",
             "results": mock_results,
-            "message": "Image processed successfully"
+            "message": "Medical image processed successfully"
         })
     
     except Exception as e: