app.py

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):
    images = [
        (random.choice(
            [
                "https://images.unsplash.com/photo-1507003211169-0a1dd7228f2d?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=387&q=80",
                "https://images.unsplash.com/photo-1554151228-14d9def656e4?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=386&q=80",
                "https://images.unsplash.com/photo-1542909168-82c3e7fdca5c?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxzZWFyY2h8MXx8aHVtYW4lMjBmYWNlfGVufDB8fDB8fA%3D%3D&w=1000&q=80",
                "https://images.unsplash.com/photo-1546456073-92b9f0a8d413?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=387&q=80",
                "https://images.unsplash.com/photo-1601412436009-d964bd02edbc?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=464&q=80",
            ]
        ), f"label {i}" if i != 0 else "label" * 50)
        for i in range(3)
    ]
    similarity.check_similarity([img_main, img_1, img_2], models[model_idx])
    return []

# def greet(name):
#     return "Hello " + name + "!!"

# iface = gr.Interface(fn=greet, inputs="text", outputs="text")
# iface.launch()

with gr.Blocks() as demo:
    gr.Markdown('Checking Image Similarity')
    img_main = gr.Text(label='Main Image', placeholder='https://myimage.jpg')
    
    gr.Markdown('Images to check')
    img_1 = gr.Text(label='1st Image', placeholder='https://myimage_1.jpg')
    img_2 = gr.Text(label='2nd Image', placeholder='https://myimage_2.jpg')

    gr.Markdown('Choose the model')
    model = gr.Dropdown([m.name for m in models], label='Model', type='index')
    
    gallery = gr.Gallery(
            label="Generated images", show_label=True, elem_id="gallery"
        ).style(grid=[2], height="auto")

    submit_btn = gr.Button('Check Similarity')
    submit_btn.click(fn=check,inputs=[img_main, img_1, img_2, model], outputs=gallery)

demo.launch()