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app.py

@@ -1,7 +1,35 @@
-import gradio as gr
-
-def greet(name):
-    return "Hello " + name + "!!"
-
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+from fastai.vision.all import *
+import gradio as gr
+
+
+learn = load_learner('model.pkl')
+
+
+
+categories = (['abraham_grampa_simpson', 'agnes_skinner', 'apu_nahasapeemapetilon', 'barney_gumble', 'bart_simpson',
+ 'carl_carlson', 'charles_montgomery_burns', 'chief_wiggum', 'cletus_spuckler', 'comic_book_guy', 'disco_stu',
+  'edna_krabappel', 'fat_tony', 'gil', 'groundskeeper_willie', 'homer_simpson', 'kent_brockman', 'krusty_the_clown',
+   'lenny_leonard', 'lionel_hutz', 'lisa_simpson', 'maggie_simpson', 'marge_simpson', 'martin_prince', 'mayor_quimby',
+    'milhouse_van_houten', 'miss_hoover', 'moe_szyslak', 'ned_flanders', 'nelson_muntz', 'otto_mann', 'patty_bouvier',
+     'principal_skinner', 'professor_john_frink', 'rainier_wolfcastle', 'ralph_wiggum', 'selma_bouvier', 'sideshow_bob',
+      'sideshow_mel', 'snake_jailbird', 'troy_mcclure', 'waylon_smithers'])
+
+
+
+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 = ['ednar.jpg', 'maggie.jpg', 'bart.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)
+
+
+
+
+

bart.jpgZone.Identifier

@@ -0,0 +1,4 @@
+[ZoneTransfer]
+ZoneId=3
+ReferrerUrl=https://www.bing.com/
+HostUrl=https://images.complex.com/complex/image/upload/c_limit,dpr_auto,q_90,w_720/fl_lossy,pg_1/bart_opt_wodqc5.jpg

ednar.jpgZone.Identifier

@@ -0,0 +1,4 @@
+[ZoneTransfer]
+ZoneId=3
+ReferrerUrl=https://www.bing.com/
+HostUrl=https://www.bing.com/

maggie.jpgZone.Identifier

@@ -0,0 +1,4 @@
+[ZoneTransfer]
+ZoneId=3
+ReferrerUrl=https://www.bing.com/
+HostUrl=https://th.bing.com/th/id/OIP.oChm7qTslXgG2Bu92_Y0ogHaEJ?w=303&h=180&c=7&r=0&o=5&dpr=1.5&pid=1.7

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7da878764b38f4ef328833188e0947c6957ffcf426caa80038a20ec80804a20f
+size 88159151

model.pklZone.Identifier

@@ -0,0 +1,3 @@
+[ZoneTransfer]
+ZoneId=3
+HostUrl=https://www.kaggle.com/