Merge branch 'main' of https://huggingface.co/spaces/mohd43/minima

app.py

@@ -1,7 +1,22 @@
+__all__ = ['is_cat','learn','classify_image','categories','image','label','examples','intf']
+pip install -Uqq fastai
+from fastai.vision.all import *
 import gradio as gr
+ 
+ 
+def is_cat(x): return x[0].isupper()
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn = load_learner('model.pkl')
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+categories = ('Dog','Cat')
+
+def classify_image(img):
+    pred , idx , probs = learn.predict(img)
+    return dict(zip(categories , map(float , probs)))
+
+image = gr.inputs.Image(shape = (192,192))
+label = gr.outputs.label()
+examples ['dog.jpg','cat.jpg','dunno.jpg']
+
+intf = gr.Interface(fn=classify_image , inputs = image, outputs = label, examples = examples)
+intf.lauch(inline = False)