updated

app.py

@@ -0,0 +1,17 @@
+import gradio as gr
+from fastai.vision.all import *
+learn=load_learner("resnet_finetuned.pkl")
+
+def classify_images(im):
+    pred,idx,probs=learn.predict(im)
+    s='Your submitted case has Prostate cancer of IUPC Grade '+pred
+    return s
+
+
+
+img=gr.Image(shape=(512,512),source="upload")
+label=gr.Label()
+examples=["0.jpeg","2.jpeg","4.jpeg"]
+
+intf=gr.Interface(title="PCa Detection ProtoType",description="This is Protorype for our model presiction",fn=classify_images,inputs=img,outputs=label,examples=examples)
+intf.launch(inline=False)