Spaces:
Sleeping
Sleeping
File size: 536 Bytes
4a28b42 b74900f 4a28b42 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 |
from skimage import io
import base64
from tensorflow.keras.models import load_model
import numpy as np
import gradio
import moleimages
model = load_model("mymodel-2.h5")
def predict(input):
mimg = moleimages.MoleImages()
X = mimg.load_image(input)
y_pred = model.predict(X)
return {"Benign": float(y_pred[0][0]), "Malignant": float(1-y_pred[0][0])}
io = gradio.Interface(fn=predict, inputs='image', outputs='label', analytics_enabled=True,
title="Skin Cancer Detection & Classification", description="")
io.launch()
|