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Runtime error
# import gradio as gr | |
# def greet (name): return f"Hello {name}!" | |
# gr.Interface(fn=greet, inputs="text", outputs="text"). launch() | |
_all_ = ['is_cat', 'learn', 'classify_image' | |
, 'categories', | |
'image', | |
'label', 'examples', 'intf'] | |
# Cell | |
from fastai.vision.all import * | |
import gradio as gr | |
def is_cat(x): return x[0].isupper() | |
# Cell | |
learn = load_learner('model.pkl') | |
# Cell | |
categories = ('Dog', 'Cat') | |
format_float = lambda x: "{:.10f}".format(float(x)) | |
def classify_image(img): | |
pred,idx,probs = learn.predict(img) | |
return dict (zip(categories, map (format_float,probs))) | |
image = gr.inputs.Image(shape=(192, 192)) | |
label = gr.outputs.Label() | |
examples = ['dog.jpg' | |
, 'cat.jpg', 'cos.png'] | |
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples) | |
intf.launch (inline=False) |