add main features for pet classifier

app.py

@@ -1,7 +1,19 @@
 import gradio as gr
+from fastai.vision.all import *
+import skimage
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn = load_learner('export.pkl')
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+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))}
+
+image = inputs=gr.Image(height=512,width=512)
+label = gr.Label(num_top_classes=3)
+
+title = "🐢烤迈克宠物分类器🐢"
+description = "专为大飞机设计师👩‍🚀打造的宠物种分类器，更适合中国宝宝体质🚀🚀🚀🚀"
+
+gr.Interface(fn=predict,inputs=image,outputs=label,title=title,description=description).launch()