From 225dacdc9099c15d9dc3c05af1cc3dd65bed1649 Mon Sep 17 00:00:00 2001
From: "Sravan Vijayan (sravanvijs)" <sravanvijs@coventry.ac.uk>
Date: Fri, 16 Dec 2022 18:01:15 +0000
Subject: [PATCH] Create web service

---
 web service | 35 +++++++++++++++++++++++++++++++++++
 1 file changed, 35 insertions(+)
 create mode 100644 web service

diff --git a/web service b/web service
new file mode 100644
index 0000000..fc0b64b
--- /dev/null
+++ b/web service	
@@ -0,0 +1,35 @@
+ Import necessary libraries
+import tensorflow as tf
+from keras.models import load_model
+from flask import Flask, request
+
+# Initialize the Flask app
+app = Flask(_name_)
+
+# Define the API endpoint
+@app.route('/greet', methods=['GET'])
+def greet():
+    
+    #get response value
+    data = request.args.get('name')
+    # Load the model
+    model = load_model('model.h5')
+
+    # Define any preprocessing functions
+    def preprocess_data(data):
+        # Perform necessary preprocessing steps
+        return processed_data
+
+    # Extract the input data from the API request
+    data = request.get_json()
+
+    # Preprocess the data
+    processed_data = preprocess_data(data)
+
+    # Make a prediction using the model
+    prediction = model.predict(processed_data)
+
+    return jsonify(prediction)
+
+if _name_ == '_main_':
+    app.run()