Spaces:
Runtime error
Runtime error
from fastai.vision.all import * | |
import gradio as gr | |
learn = load_learner('photos.pkl') | |
labels = learn.dls.vocab | |
def predict(img): | |
img = PILImage.create(img) | |
pred, pred_idx, probs = learn.predict(img) | |
return dict(zip(labels, map(float, probs))) | |
iface = gr.Interface( | |
fn=predict, | |
inputs=gr.inputs.Image(shape=(512,512)), | |
outputs=gr.outputs.Label(num_top_classes=3) | |
) | |
iface.launch() | |