File size: 713 Bytes
af34b97 b09262e af34b97 2d89f39 b09262e af34b97 b09262e af34b97 54383ba af34b97 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 | from huggingface_hub import from_pretrained_fastai
import gradio as gr
from fastai.vision.all import *
# repo_id = "YOUR_USERNAME/YOUR_LEARNER_NAME"
repo_id = "PatriVaca/prueba-practica1"
learner = from_pretrained_fastai(repo_id)
labels = learner.dls.vocab
# Definimos una función que se encarga de llevar a cabo las predicciones
def predict(img):
#img = PILImage.create(img)
pred,pred_idx,probs = learner.predict(img)
return {labels[i]: float(probs[i]) for i in range(len(labels))}
# Creamos la interfaz y la lanzamos.
gr.Interface(fn=predict, inputs=gr.Image(), outputs=gr.Label(num_top_classes=3),examples=['person78_bacteria_382.jpeg', 'NORMAL2-IM-0171-0001.jpeg']).launch(share=False)
|