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import numpy as np | |
import gradio as gr | |
from huggingface_hub import from_pretrained_fastai | |
learn = from_pretrained_fastai('mindwrapped/pokemon-card-checker') | |
def check_card(input_img): | |
pred_label, _, score = learn.predict(input_img) | |
label_map = { | |
'1': 'real', | |
'0': 'fake' | |
} | |
return {'real': score[1], 'fake': score[0]} | |
demo = gr.Interface( | |
fn=check_card, | |
inputs=gr.Image(shape=(256, 256)), | |
outputs="label", | |
examples=['real-1.jpeg','real-2.jpeg','fake-1.jpeg','fake-2.jpeg'], | |
title='Pokemon Card Checker', | |
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).') | |
demo.launch() |