Update app.py

app.py

@@ -0,0 +1,21 @@
+# AUTOGENERATED! DO NOT EDIT! File to edit: ../canals_classification.ipynb.
+
+# %% auto 0
+__all__ = ['learn', 'labels', 'demo', 'predict']
+
+# %% ../canals_classification.ipynb 1
+import gradio as gr
+from fastai.vision.all import *
+# %% ../canals_classification.ipynb 2
+learn = load_learner("canals.pkl")
+
+# %% ../canals_classification.ipynb 6
+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))}
+
+# %% ../canals_classification.ipynb 8
+demo = gr.Interface(fn=predict, inputs="image", outputs="label")
+demo.launch()