Spaces:
Build error
Build error
Upload app.py
Browse files
app.py
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
from model import predict_fruit_type
|
3 |
+
|
4 |
+
def predict(img):
|
5 |
+
return predict_fruit_type(img)
|
6 |
+
|
7 |
+
|
8 |
+
interface_options = {
|
9 |
+
"title": "Blueberries, Avacados or Dragon Fruit?",
|
10 |
+
"description": "Yoooo this is my college assignment. A VGG-16 model that predicts the fruit type.",
|
11 |
+
# "interpretation": "default",
|
12 |
+
"layout": "horizontal",
|
13 |
+
"examples": [
|
14 |
+
"./blue_berry_1.jpg", "./avacado_1.jpg",
|
15 |
+
"./dragon_fruit_1.jpg", './cranberry_1.jpg',
|
16 |
+
'./jackfruit_1.jpg', './muskmelon_1.jpg',
|
17 |
+
'./pineapple_1.jpg', './banana_1.jpg',
|
18 |
+
'./orange_1.jpg', './watermelon_1.jpg',
|
19 |
+
],
|
20 |
+
"allow_flagging": "never",
|
21 |
+
}
|
22 |
+
|
23 |
+
demo = gr.Interface(
|
24 |
+
fn=predict,
|
25 |
+
inputs=gr.inputs.Image(shape=(480, 480)),
|
26 |
+
outputs=gr.outputs.Textbox(type="auto", label=None),
|
27 |
+
**interface_options,
|
28 |
+
)
|
29 |
+
|
30 |
+
demo.launch(share=False)
|