Spaces:
Runtime error
Runtime error
File size: 538 Bytes
8adfb6d a7b8d2d 8adfb6d 3f19ca5 6b12563 a7b8d2d d0acbbb a7b8d2d d0acbbb a7b8d2d 8adfb6d d0acbbb |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 |
import gradio as gr
from fastai.vision.all import *
model_path = Path('ImageDifferentiator.pkl')
# Explicitly specify map_location and use cpu if needed
learn = load_learner(model_path, cpu=True)
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))}
iface = gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(512, 512)), outputs=gr.outputs.Label(num_top_classes=3))
iface.launch(share=True)
|