Update app.py

app.py

@@ -1,8 +1,35 @@
-import gradio as gr
+import streamlit as st
+import os
+from PIL import Image
+import time
+from fastai.vision.all import *
+from fastai.learner import load_learner
 
-def greet(name):
-    return "Hello " + name + "!!"
+def GetLabel(img):
+    return img.split('-')[0]
+    
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+#Load the Learner (Exported from ipnyb file with learn.export() )
+learn = load_learner('export.pkl')
 
+
+#Classify image
+def classify_image(cl_img):
+    img = Image.open(cl_img)
+    st.image(img)
+    pred, _ , _ = learn.predict(img)
+    return pred
+
+
+    
+    
+st.set_page_config(page_title="PyTorch Food Classifier - FastAI 2022", page_icon=":robot:")
+st.header("PyTorch Food Classifier")
+
+file_up = st.file_uploader("Upload Your Food Image Below", type=["jpg","png"])
+
+if st.button('Run Model'):
+    st.write("Button Pressed")
+    cl_done = classify_image(file_up)
+    
+    st.write(f"Your food is:  {cl_done}")