added model

app.py

@@ -1,7 +1,12 @@
 import gradio as gr
+from fastai.vision.all import *
+from fastai.learner import *
 
-def greet(name):
- return "Hello " + name + "!! From Mukhtar!"
+learn = load_learner('model_upd.pkl')
+labels = learn.dls.vocab
+def predict(img):
+ img = PILImage.create(img)
+ pred,pred_idx,probs = learn.predict(img)
+ return {labels[i]: float(probs[i]) for i in range(len(labels))}
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(512, 512)), outputs=gr.outputs.Label(num_top_classes=3)).launch(share=True)

model_upd.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d11a813b77f78a2534203e9f9b0301a43993d9eecdb0e25aa87ff2067f80815
+size 46957849