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.gitattributes

@@ -29,3 +29,4 @@ 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
+*.jpg filter=lfs diff=lfs merge=lfs -text

app.py

@@ -0,0 +1,32 @@
+# AUTOGENERATED! DO NOT EDIT! File to edit: . (unless otherwise specified).
+
+__all__ = ['learn', 'classify_image', 'categories', 'image', 'label', 'example', 'intf']
+
+# Cell
+
+from fastai.vision.all import *
+import gradio as gr
+
+# Cell
+learn = load_learner('model.pkl')
+
+# Cell
+
+categories = learn.dls.vocab
+
+
+def classify_image(img):
+    pred, idx, probs = learn.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+# Cell
+
+image = gr.components.Image(shape=(224, 224))
+label = gr.components.Label()
+examples = ['1.jpg', '2.jpg', '3.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:fe8841712867a31c4c917b1685fe85da1e72dcb95c46af25551fdc4336c2bda4
+size 201284453

requirements.txt

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