godspeed added in learner and examples

app.py

@@ -1,7 +1,20 @@
+from fastai.vision.all import *
 import gradio as gr
+import timm
 
-def greet(name):
-    return "Hello " + name + "!"
+learn = load_learner('spain_favela_01.pkl')
 
-demo = gr.Interface(fn=greet, inputs="text", outputs="text")
-demo.launch()
+categories = learn.dls.vocab
+
+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 = ['favela_rio_01.jpg', 'torrox_01.jpg']
+
+
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch()

requirements.txt

@@ -0,0 +1,2 @@
+fastai>2.6.1
+timm

spain_favela_01.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea9fe635b6210aadb6b2d87ffd135d8384c2de80492ea28bd172fb8d4e0eff4d
+size 46958639