Update app.py

app.py

@@ -73,15 +73,15 @@ def predict_dose(crop, microalgae_strain, soil_n, soil_p, soil_k, soil_ec, soil_
         abs_error = abs(predicted_dose - actual_dose)
         logs.append(f"[DEBUG] Actual dose: {actual_dose}")
         logs.append(f"[DEBUG] Absolute Error: {abs_error}")
-        return (f"🌱 **Predicted Dose:** {predicted_dose:.2f} g/pot",
-                f"📏 **Actual Dose:** {actual_dose:.2f} g/pot",
-                f"❌ **Absolute Error:** {abs_error:.2f} g/pot",
+        return (f"**Predicted Dose:** {predicted_dose:.2f} g/pot",
+                f"**Actual Dose:** {actual_dose:.2f} g/pot",
+                f"**Absolute Error:** {abs_error:.2f} g/pot",
                 "\n".join(logs))
     else:
         logs.append("[DEBUG] Actual dose not provided.")
-        return (f"🌱 **Predicted Dose:** {predicted_dose:.2f} g/pot",
-                "📏 Actual Dose: Not provided",
-                "❌ Absolute Error: N/A",
+        return (f"**Predicted Dose:** {predicted_dose:.2f} g/pot",
+                " Actual Dose: Not provided",
+                " Absolute Error: N/A",
                 "\n".join(logs))
 
 # -----------------------------
@@ -94,7 +94,7 @@ with gr.Blocks(
     gr.Markdown(
         """
         <div style='text-align:center'>
-        <h1 style='color:#00b16a; margin-bottom:8px;'>🌿 EcoGrowAI — Inference App</h1>
+        <h1 style='color:#00b16a; margin-bottom:8px;'>EcoGrowAI — Inference App</h1>
         <p style='color:#555;'>Predict the optimal <b>microalgae dose (g/pot)</b> for Corn based on soil and growth parameters.</p>
         </div>
         <hr style='margin: 10px 0;'>
@@ -102,24 +102,24 @@ with gr.Blocks(
     )
     with gr.Row():
         with gr.Column(scale=1):
-            gr.Markdown("### 🌾 Crop & Microalgae Selection")
+            gr.Markdown("### Crop & Microalgae Selection")
             crop = gr.Dropdown(["Corn"], label="Select Crop", value="Corn")
             strain = gr.Dropdown(strain_names, label="Microalgae Strain", value=strain_names[0])
-            gr.Markdown("### 🌱 Soil Parameters")
+            gr.Markdown("### Soil Parameters")
             soil_n = gr.Number(label="Soil N (ppm)")
             soil_p = gr.Number(label="Soil P (ppm)")
             soil_k = gr.Number(label="Soil K (ppm)")
             soil_ec = gr.Number(label="Soil EC (dS/m)")
             soil_moisture = gr.Number(label="Soil Moisture (%)")
-            gr.Markdown("### 🌾 Plant Growth Parameters")
+            gr.Markdown("### Plant Growth Parameters")
             chlorophyll = gr.Number(label="Chlorophyll (SPAD)")
             shoot_length = gr.Number(label="Shoot Length (cm)")
             root_length = gr.Number(label="Root Length (cm)")
             yield_g = gr.Number(label="Yield (g/pot)")
             relative_yield = gr.Number(label="Relative Yield (%)")
-            gr.Markdown("### 📏 Actual Dose (optional)")
+            gr.Markdown("### Actual Dose (optional)")
             actual_dose = gr.Number(label="Actual Dose (g/pot)")
-            predict_btn = gr.Button("🔍 Predict Dose", variant="primary")
+            predict_btn = gr.Button("Predict Dose", variant="primary")
         with gr.Column(scale=1):
             gr.Markdown("### 📊 Inference Result")
             pred_box = gr.Markdown("Awaiting prediction...")