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e8a1b9a f87df58 e8a1b9a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 | from fastai.vision.all import *
import gradio as gr
from huggingface_hub import from_pretrained_fastai
repo_id = "samrosenf/avocados"
learner = from_pretrained_fastai(repo_id)
categories = learner.dls.vocab
def classify_image(img):
pred, idx, probs = learner.predict(img)
return dict(zip(categories, map(float, probs)))
image = gr.Image()
label = gr.Label()
examples = ['hass.jpg', 'reed.jpg', 'ettinger.jpg']
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False) |