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import requests | |
import shutil | |
from PIL import Image | |
from io import BytesIO | |
import numpy as np | |
import matplotlib.pyplot as plt | |
import pandas as pd | |
import random | |
import gradio as gr | |
import pandas as pd | |
design='india' | |
def lexica(design,n): | |
request=requests.get(f'https://lexica.art/api/v1/search?q={design}') | |
request.json() | |
data = request.json() | |
data_items = list(data.items()) | |
random.shuffle(data_items) | |
data = dict(data_items) | |
image_urls = [] | |
image_prompts = [] | |
image_gallery=[] | |
for key, value in data.items(): | |
for i in range(n): | |
image_url = value[i]['src'] | |
if isinstance(image_url, list): | |
image_url = image_url[0] | |
image_urls.append(image_url) | |
image_gallery.append(value[i]['gallery']) | |
image_prompts.append(value[i]['prompt']) | |
images = [] | |
# Loop through the image URLs | |
for url in image_urls: | |
# Download the image from the URL | |
response = requests.get(url) | |
# Load the image data into PIL format | |
image = Image.open(BytesIO(response.content)) | |
# Add the image to the list | |
images.append(image) | |
# df = pd.DataFrame(image_prompts, columns=["Lexica Prompt"], index=range(1, len(image_prompts)+1)) | |
df = pd.DataFrame({'image_prompts': image_prompts, 'image_gallery': image_gallery}) | |
# df.index.name = "Sr. No." | |
for image in images: | |
array = np.array(image) | |
return images , df | |
design='india' | |
# lexica(design) | |
inputs =[ gr.Textbox(label = 'Enter prompt to search Lexica.art'), | |
gr.Slider(label='Number of images ', minimum = 4, maximum = 20, step = 1, value = 4)] | |
outputs= [gr.Gallery(lable='Output gallery').style(grid=3,height=200,container=True), | |
gr.Dataframe(label='prompts for corresponding images')] | |
interface = gr.Interface(lexica, | |
inputs=inputs, | |
outputs=outputs, | |
examples =[ ['trending digital art', 5], | |
['beautiful home', 5], | |
['interior design of living room', 5]] | |
, | |
title = "" +' π ποΈπ¨ Lexica Art - A Search Engine for Generative Art Prompts and Works '+ "", | |
description="πποΈ π¨ lexica huggingface space , Find inspiration and discover new generative artworks with Lexica Art, a search engine built by by @[Sharif shameem](https://twitter.com/sharifshameem) . Explore a vast collection of prompts and corresponding artworks, and let your imagination take over as you create your own masterpieces. \n\n Visit @[baith_al_suroor](https://huggingface.co./spaces/Xhaheen/Baith-al-suroor) to redesign your home interiors for FREE \n\nπ‘ποΈ spaces built with β€οΈ @[Xhaheen](https://www.linkedin.com/in/sallu-mandya)") | |
interface.launch(debug=True) |