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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 = learn.predict(input_img)
return pred
demo = gr.Interface(
fn=sepia,
inputs=gr.Image(shape=(256, 256)),
outputs="text",
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()