Spaces:
Runtime error
Runtime error
mindwrapped
commited on
Commit
•
190d9d1
1
Parent(s):
a6d87ad
Update app.py
Browse files
app.py
CHANGED
@@ -5,13 +5,17 @@ from huggingface_hub import from_pretrained_fastai
|
|
5 |
learn = from_pretrained_fastai('mindwrapped/pokemon-card-checker')
|
6 |
|
7 |
def check_card(input_img):
|
8 |
-
|
9 |
-
|
|
|
|
|
|
|
|
|
10 |
|
11 |
demo = gr.Interface(
|
12 |
fn=check_card,
|
13 |
inputs=gr.Image(shape=(256, 256)),
|
14 |
-
outputs="
|
15 |
examples=['real-1.jpeg','real-2.jpeg','fake-1.jpeg','fake-2.jpeg'],
|
16 |
title='Pokemon Card Checker',
|
17 |
description='A resnet34 model fine tuned to determine whether Pokemon cards are real or fake. Dataset is located [here](https://www.kaggle.com/datasets/ongshujian/real-and-fake-pokemon-cards).')
|
|
|
5 |
learn = from_pretrained_fastai('mindwrapped/pokemon-card-checker')
|
6 |
|
7 |
def check_card(input_img):
|
8 |
+
pred_label, _, score = learn.predict(input_img)
|
9 |
+
label_map = {
|
10 |
+
'1': 'real',
|
11 |
+
'0': 'fake'
|
12 |
+
}
|
13 |
+
return {'real': score[1], 'fake': score[0]}
|
14 |
|
15 |
demo = gr.Interface(
|
16 |
fn=check_card,
|
17 |
inputs=gr.Image(shape=(256, 256)),
|
18 |
+
outputs="label",
|
19 |
examples=['real-1.jpeg','real-2.jpeg','fake-1.jpeg','fake-2.jpeg'],
|
20 |
title='Pokemon Card Checker',
|
21 |
description='A resnet34 model fine tuned to determine whether Pokemon cards are real or fake. Dataset is located [here](https://www.kaggle.com/datasets/ongshujian/real-and-fake-pokemon-cards).')
|