Commit to huggingface spaces

.gitattributes

@@ -29,3 +29,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+export.pkl filter=lfs diff=lfs merge=lfs -text
+forest.jpg filter=lfs diff=lfs merge=lfs -text
+bird.jpg filter=lfs diff=lfs merge=lfs -text

app.py

@@ -1,7 +1,17 @@
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn = load_learner('export.pkl')
+categories = ('Bird', 'Forest')
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+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 = ['bird.jpg', 'forest.jpg']
+
+intf = gr.Interface(classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)

export.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9be51ef190f3df0bd85d2b519a2e3f8cfda0ec083937041d78b5152002978a07
+size 46958703

requirements.txt

@@ -0,0 +1 @@
+fastai