Spaces:
Runtime error
Runtime error
File size: 719 Bytes
533ec74 5e24655 205ecef 5e24655 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 |
import tensorflow as tf
import requests
import gradio as gr
inception_net = tf.keras.applications.MobileNetV2()
response = requests.get("https://git.io/JJkYN")
labels = response.text.split("\n")
def classify_image(inp):
inp = inp.reshape((-1, 224, 224, 3))
inp = tf.keras.applications.mobilenet_v2.preprocess_input(inp)
prediction = inception_net.predict(inp).flatten()
confidences = {labels[i]: float(prediction[i]) for i in range(1000)}
return confidences
gr.Interface(fn=classify_image,
inputs = gr.inputs.Image(shape = (224, 244)),
outputs = gr.outputs.Label(num_top_classes=3),
theme="default",
css=".footer{display:none !important}").launch()
|