File size: 717 Bytes
1cd70c9 25c10ca 1cd70c9 dfbedc2 25c10ca 8cf1242 4f936c3 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 |
import gradio as gr
from tensorflow import keras as k
import numpy as np
loaded_CNN = k.models.load_model('Digit_classification_model2.h5')
def predict(img):
img_array = np.array(img)
img_array = img_array.reshape(1, 28, 28)
img_array = img_array/255
pred = loaded_CNN.predict(img_array)
print(pred)
return np.argmax(pred)
iface = gr.Interface(predict, inputs = 'sketchpad',
outputs = 'text',
allow_flagging = 'never',
description = 'Project : Recognizing hardwritten digits : Draw a Single Digit Below... (Draw in the centre for best results)')
iface.launch(debug = "True", width = 500, height = 500)
|