Update app.py

app.py

@@ -1,3 +1,33 @@
 import gradio as gr
+from fastai.vision.all import *
+import skimage 
+import pickle
 
-gr.Interface.load("models/DanielViniciusAlves/outputs").launch()
+with open('model.pkl', 'rb') as f:
+    model = pickle.load(f)
+
+predictions = model.predict(X)
+
+def predict(input):
+    model.predict(input)
+    return {labels[i]: float(probs[i]) for i in range(len(labels))}
+
+gr.Interface(
+    fn=predict,
+    title="Wine Quality",
+    allow_flagging="never",
+    inputs=[
+        gr.inputs.Number(default=7.3, label="fixed acidity"),
+        gr.inputs.Number(default=0.27, label="volatile acidity"),
+        gr.inputs.Number(default=0.3, label="citric acid"),
+        gr.inputs.Number(default=1.5, label="residual sugar"),
+        gr.inputs.Number(default=0.08, label="chlorides"),
+        gr.inputs.Number(default=20, label="free sulfur dioxide"),
+        gr.inputs.Number(default=50, label="total sulfur dioxide"),
+        gr.inputs.Number(default=0.998, label="density"),
+        gr.inputs.Number(default=3.5, label="pH"),
+        gr.inputs.Number(default=0.6, label="sulphates"),
+        gr.inputs.Number(default=9.5, label="alcohol"),
+        gr.inputs.Number(default=1.6, label="LogTotalSulfurDioxide"),
+    ],
+    outputs="text").launch()