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app.py

@@ -1,18 +1,18 @@
-
-from fastai.vision.all import *
-import gradio as gr
-
-
-learn = load_learner('model.pkl')
-categories = ('granite', 'diorite', 'andacite', 'komatiites', 'gabbro')
-
-def classify_image(img):
-    pred,idx,probs = learn.predict(img)
-    return dict(zip(categories, map(float,probs)))
-
-image = gr.inputs.Image(shape=(250,250))
-label = gr.outputs.Label()
-examples = ['granite_test.jpg', 'komitiites_test.jpg']
-
-intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+
+from fastai.vision.all import *
+import gradio as gr
+
+
+learn = load_learner('model.pkl')
+categories = ('granite', 'diorite', 'andacite', 'komatiites', 'gabbro')
+
+def classify_image(img):
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+image = gr.inputs.Image(shape=(250,250))
+label = gr.outputs.Label()
+examples = ['granite_test.jpg', 'komitiites_test.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 sha256:36477aa1825a534a83b9696df502861727a005a74779ac73cbdf8efbcbaaef82
+size 179190309

model.pklZone.Identifier

@@ -0,0 +1,4 @@
+[ZoneTransfer]
+ZoneId=3
+ReferrerUrl=https://www.kaggle.com/
+HostUrl=https://www.kaggleusercontent.com/kf/142564873/eyJhbGciOiJkaXIiLCJlbmMiOiJBMTI4Q0JDLUhTMjU2In0..ZxnmnYa_Ms_TxVfZv2KW8Q.Kjbt9W9twX_xlz-3SgLPRoSbGr1KyRuIJgWnKkT4KCEpF7n-FIEp6k8j5c4sbKWmQW_yPInOMvCYonR7uKfyaebGu1t7vqwnxDZF0YPKh7a2yL5TneKhuqa6ms3fbK5KWOnXrkJjfbvdFkjtPXCdL7OdgNqRKfTFvFcFrZyoMKvNclSbs1UqEsSOC-oVqSthSYk4VJiiBk7d4sQnSZTT7I2t7m0VtvD58JFqfpLr8VlRq7DHT4qM6XPhC1F46E0FlRGTWJfee6xv9NJi8SoWJAanB7jCU-JtgT_iZKVF1ff3er4uNTYBcQx1gzyffYAykRJXanx3eer379s94KS2_6blTgCh6NfCKmarjYu1iGkE_k249jwRcFwaUquCPp40bulsODdK1bkzO5hqPUip1PIOOJgPsxEmDc7uzVvuk7K96MY28RXvUi08Vn7VoY6PPP6CSM6BMmcK8HHkUcpHT0wUeb81qJUoF394-G5CNv779JO1Np6mG8ilKnKidwe00Rrq13m8fetLRoMiJUh-jRJ4UjRwDfO5z06vaGsS5W2HzZZFMapkAi2zIFoNCnPy7t4qMifLAUqVuaZ6lpG7rUFfBYa3gOAXpZDQEq-URA4dOeJsbYHTI4uOOL81EHWnPHzXbCxincz2vZX0XdVzn-vjTXjriVWKhWgFu-b0znU.WWFX36M9jkmwqC5FF1ZEeg/model.pkl