Spaces:
Runtime error
Runtime error
File size: 693 Bytes
6e65593 9dc333c f687ab1 6e65593 e8e5414 6e65593 e8e5414 f687ab1 6e65593 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 |
__all__ = ['learn', 'categories', 'classify_images', 'image', 'label', 'intf']
from selectors import DefaultSelector
from turtle import title
from fastai.vision.all import *
import gradio as gr
learn = load_learner('export.pkl')
categories = ('barn', 'barred', 'snowy')
def classify__images(img):
preds,idx,probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
image = gr.inputs.Image(shape=(192,192))
label = gr.outputs.Label()
intf = gr.Interface(
title = "Owl Detector",
description = "A classifier that classifies between three types of owl (Barn, Barred, Snowy)",
fn=classify__images, inputs=image, outputs=label)
intf.launch(inline=False) |