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787a173 6c9979e 787a173 6c9979e 787a173 bda600e 787a173 | 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 26 27 28 29 | import io
import os
import requests
from PIL import Image
from model import get_caption_model, generate_caption
import gradio as gr
def get_model():
return get_caption_model()
caption_model = get_model()
def predict():
captions = []
pred_caption = generate_caption('tmp.jpg', caption_model)
captions.append(pred_caption)
return captions;
def launch(inputs):
img = Image.open(requests.get(inputs, stream=True).raw)
img = img.convert('RGB')
img.save('tmp.jpg')
predictedCaption=predict()
os.remove('tmp.jpg')
return predictedCaption[0]
iface = gr.Interface(launch, inputs="text", outputs="text",)
iface.launch(debug=True,)
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