Spaces:
Sleeping
Sleeping
File size: 600 Bytes
ff82b9a 46a425a ff82b9a 306069b |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 |
from fastai.vision import *
import gradio as gr
from fastbook import *
import os
import glob
def classify_digit_type(img):
name = os.path.basename(os.path.normpath(img))
return name[0]
learn = load_learner('model.pkl')
categories = ('0', '1', '2', '3', '4', '5', '6', '7', '8', '9')
labels = learn.dls.vocab
def predict(img):
img = PILImage.create(img)
pred,pred_idx,probs = learn.predict(img)
return {labels[i]: float(probs[i]) for i in range(len(labels))}
gr.Interface(fn=predict, inputs=gr.Image(shape=(512, 512)), outputs=gr.Label(num_top_classes=3)).launch(share=True)
|