Add application file

app.py

@@ -1,7 +1,23 @@
 import gradio as gr
+from fastai.vision.all import *
 
-def greet(name):
-    return "Hello " + name + "!!"
+import pathlib
+temp = pathlib.PosixPath
+pathlib.PosixPath = pathlib.WindowsPath
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+catergories = ('bunny girl', 'cat neko girl', 'fox kitsune girl', 'wolfgirl')
+
+def load_model_and_predict(img):
+    #img = PILImage.create(image_path)
+    pred, idx, probs = learn.predict(img)
+    #return pred, probs
+    return dict(zip(catergories, map(float,probs)))
+
+model_path = "export_resnet101_e7_2.pkl"
+learn = load_learner(model_path)
+
+image = gr.inputs.Image(shape=(224, 224))
+label = gr.outputs.Label()
+
+iface = gr.Interface(fn=load_model_and_predict, inputs=image, outputs=label)
 iface.launch()

export_resnet18_e12_3.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98e3e35c97028932aa02dc312a1505b64dcd7b7ccda8bd7917c467e25a4aa485
+size 46981469