Create app.py

app.py

@@ -0,0 +1,25 @@
+import pickle
+def make_prediction(sepal_length,sepal_width,petal_length,petal_width):
+    with open("model_iris.pkl", "rb") as f:
+        clf  = pickle.load(f)
+        preds = clf.predict([[sepal_length,sepal_width,petal_length,petal_width]])
+    if preds == 0:
+            return "IRIS-SETOSA"
+    elif preds == 1:
+        return "IRIS-VERSICOLOR"
+    else:
+        return "IRIS-VIRGINICA"
+
+#Create the input component for Gradio since we are expecting 4 inputs
+
+sep_len = gr.Number(label = "SEPAL LENGTH")
+sep_wid = gr.Number(label = "SEPAL WIDTH")
+pet_len = gr.Number(label = "PETAL LENGTH")
+pet_wid = gr.Number(label = "PETAL WIDTH")
+
+# We create the output
+output = gr.Textbox()
+
+
+app = gr.Interface(fn = make_prediction, inputs=[sep_len, sep_wid,pet_len,pet_wid], outputs=output)
+app.launch()