Add code

README.md

@@ -11,3 +11,7 @@ license: apache-2.0
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+### What
+- Based on https://www.youtube.com/watch?v=F4tvM4Vb3A0
+- Model trained here: https://www.kaggle.com/code/parismorgan/saving-a-basic-fastai-model/edit

app.py

@@ -1,7 +1,19 @@
 import gradio as gr
+from fastai.vision.all import *
 
-def greet(name):
-    return "Hello " + name + "!!"
+def is_cat(x): return x[0].isupper() 
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+categories = ('Dog', 'Cat')
+
+learn = load_learner('model.pkl')
+
+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', 'bird.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eac5b2a7418ea1dd7ed0b66f17885fbf6b8e89a9dc0e9487bc75db381f33a104
+size 47061419