Update app.py

app.py

@@ -1,12 +1,9 @@
+from fastai.vision.all import *
+learn = load_learner('export.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))}
 import gradio as gr
-
-description = "Story generation with GPT-2"
-title = "Generate your own story"
-examples = [["Adventurer is approached by a mysterious stranger in the tavern for a new quest."]]
-
-interface = gr.Interface.load("huggingface/pranavpsv/gpt2-genre-story-generator",
-            description=description,
-            examples=examples
-)
-
-interface.launch()
+gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(512, 512)), outputs=gr.outputs.Label(num_top_classes=3)).launch(share=True)