Update app.py

app.py

@@ -1,5 +1,5 @@
 # Face Detection-Based AI Automation of Lab Tests
-# Gradio App - Cleaned for Hugging Face Compatibility
+# Gradio App - Cleaned and Fixed for Hugging Face Compatibility
 
 import gradio as gr
 import cv2
@@ -86,37 +86,38 @@ def analyze_face(image):
 
     flags = generate_flags_extended([hb, wbc, platelets, iron, ferritin, tibc, bilirubin, creatinine, tsh, cortisol, fbs, hba1c])
 
-    report = f"""
-### 🩸 Hematology
-- Hemoglobin (Hb): {hb} g/dL - {get_risk_color(hb, (13.5, 17.5))}
-- WBC Count: {wbc} x10^3/uL - {get_risk_color(wbc, (4.0, 11.0))}
-- Platelet Count: {platelets} x10^3/uL - {get_risk_color(platelets, (150, 450))}
-
-### 🧬 Iron & Liver Panel
-- Iron: {iron} µg/dL - {get_risk_color(iron, (60, 170))}
-- Ferritin: {ferritin} ng/mL - {get_risk_color(ferritin, (30, 300))}
-- TIBC: {tibc} µg/dL - {get_risk_color(tibc, (250, 400))}
-- Bilirubin: {bilirubin} mg/dL - {get_risk_color(bilirubin, (0.3, 1.2))}
-
-### 🧪 Kidney, Thyroid & Stress
-- Creatinine: {creatinine} mg/dL - {get_risk_color(creatinine, (0.6, 1.2))}
-- TSH: {tsh} µIU/mL - {get_risk_color(tsh, (0.4, 4.0))}
-- Cortisol: {cortisol} µg/dL - {get_risk_color(cortisol, (5, 25))}
-
-### 🧁 Metabolic Panel
-- Fasting Blood Sugar: {fbs} mg/dL - {get_risk_color(fbs, (70, 110))}
-- HbA1c: {hba1c}% - {get_risk_color(hba1c, (4.0, 5.7))}
-
-### ❤️ Vital Signs
-- SpO2: {spo2}% - {get_risk_color(spo2, (95, 100))}
-- Heart Rate: {heart_rate} bpm - {get_risk_color(heart_rate, (60, 100))}
-- Respiratory Rate: {rr} breaths/min - {get_risk_color(rr, (12, 20))}
-- Blood Pressure: Low (simulated)
-
-### ⚠️ Risk Flags
-- {"\n- ".join(flags)}
-"""
-    return report, frame_rgb
+    report_lines = [
+        "### 🩸 Hematology",
+        f"- Hemoglobin (Hb): {hb} g/dL - {get_risk_color(hb, (13.5, 17.5))}",
+        f"- WBC Count: {wbc} x10^3/uL - {get_risk_color(wbc, (4.0, 11.0))}",
+        f"- Platelet Count: {platelets} x10^3/uL - {get_risk_color(platelets, (150, 450))}",
+
+        "### 🧬 Iron & Liver Panel",
+        f"- Iron: {iron} µg/dL - {get_risk_color(iron, (60, 170))}",
+        f"- Ferritin: {ferritin} ng/mL - {get_risk_color(ferritin, (30, 300))}",
+        f"- TIBC: {tibc} µg/dL - {get_risk_color(tibc, (250, 400))}",
+        f"- Bilirubin: {bilirubin} mg/dL - {get_risk_color(bilirubin, (0.3, 1.2))}",
+
+        "### 🧪 Kidney, Thyroid & Stress",
+        f"- Creatinine: {creatinine} mg/dL - {get_risk_color(creatinine, (0.6, 1.2))}",
+        f"- TSH: {tsh} µIU/mL - {get_risk_color(tsh, (0.4, 4.0))}",
+        f"- Cortisol: {cortisol} µg/dL - {get_risk_color(cortisol, (5, 25))}",
+
+        "### 🧁 Metabolic Panel",
+        f"- Fasting Blood Sugar: {fbs} mg/dL - {get_risk_color(fbs, (70, 110))}",
+        f"- HbA1c: {hba1c}% - {get_risk_color(hba1c, (4.0, 5.7))}",
+
+        "### ❤️ Vital Signs",
+        f"- SpO2: {spo2}% - {get_risk_color(spo2, (95, 100))}",
+        f"- Heart Rate: {heart_rate} bpm - {get_risk_color(heart_rate, (60, 100))}",
+        f"- Respiratory Rate: {rr} breaths/min - {get_risk_color(rr, (12, 20))}",
+        "- Blood Pressure: Low (simulated)",
+
+        "### ⚠️ Risk Flags",
+    ] + [f"- {flag}" for flag in flags]
+
+    return "
+".join(report_lines), frame_rgb
 
 demo = gr.Interface(
     fn=analyze_face,