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import gradio as gr | |
import os | |
import random | |
from src.model import simlarity_model as model | |
from src.similarity.similarity import Similarity | |
similarity = Similarity() | |
models = similarity.get_models() | |
def check(img_main, img_1, img_2, model_idx): | |
result = similarity.check_similarity([img_main, img_1, img_2], models[model_idx]) | |
return result | |
with gr.Blocks() as demo: | |
gr.Markdown('بررسی شباهت عکس ها') | |
img_main = gr.Text(label='عکس اصلی', placeholder='https://myimage.jpg') | |
gr.Markdown('عکس های مقایسه') | |
img_1 = gr.Text(label='عکس اول', placeholder='https://myimage_1.jpg') | |
img_2 = gr.Text(label='عکس دوم', placeholder='https://myimage_2.jpg') | |
gr.Markdown('انتخاب مدل') | |
model = gr.Dropdown([m.name for m in models], label='مدل', type='index') | |
gallery = gr.Gallery( | |
label="عکس های تولیدی", show_label=False, elem_id="gallery" | |
).style(grid=[2], height="auto") | |
submit_btn = gr.Button('بررسی شباهت') | |
submit_btn.click(fn=check,inputs=[img_main, img_1, img_2, model], outputs=gallery) | |
demo.launch() |