Update app.py

app.py

@@ -1,3 +1,32 @@
+# gr.Interface.load("models/PranomVignesh/Handwritten-Characters").launch()
 import gradio as gr
+from transformers import pipeline
 
-gr.Interface.load("models/PranomVignesh/Handwritten-Characters").launch()
+imageClassifier = pipeline(task="image-classification",
+                           model="PranomVignesh/Handwritten-Characters")
+
+def predict(image):
+    predictions = imageClassifier(image)
+    output = {}
+    for item in predictions:
+        output[item['label']] = item['score']
+
+    return output
+
+
+inputs = gr.Sketchpad(shape=(224, 224),
+                  label="Draw your characters to detect")
+
+outputs = gr.Label(label="Predicted Character")
+
+interface = gr.Interface(
+    fn=predict,
+    inputs=inputs,
+    outputs=outputs,
+    # title=title,
+    # examples=examples,
+    # description=description,
+    # cache_examples=True,
+    theme='huggingface'
+)
+interface.launch(debug=True, enable_queue=True)