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import gradio as gr
from transformers import pipeline
from text_utils import wrap_text, compute_text_position
from gan_utils import load_img_generator, generate_img
from PIL import ImageFont, ImageDraw
import torch
# device = 'cuda' if torch.cuda.is_available() else 'cpu'
device = "cpu"
text_generator = pipeline('text-generation', model='huggingtweets/bestmusiclyric')
def generate_captioned_img(lyrics_prompt, gan_model):
gan_image = generate_img(device, gan_model)
generated_text = text_generator(lyrics_prompt)[0]["generated_text"]
wrapped_text = wrap_text(generated_text)
text_pos = compute_text_position(wrapped_text)
# Source: https://stackoverflow.com/a/16377244
draw = ImageDraw.Draw(gan_image)
font = ImageFont.truetype("DejaVuSans.ttf", 64)
draw.text((10, text_pos), text=wrapped_text, fill_color=(255, 255, 255), font=font, stroke_fill=(0, 0, 0),
stroke_width=5)
return gan_image
iface = gr.Interface(fn=generate_captioned_img, inputs=[gr.Textbox(value="Running with the wolves", label="Lyrics prompt", lines=1),
gr.Radio(value="aurora",
choices=["painting", "fauvism-still-life", "aurora",
"universe", "moongate"],
label="FastGAN model")
],
outputs="image",
allow_flagging="never",
title="Illustrated lyrics generator",
description="Combines song lyrics generation via the [Best Music Lyric Bot]"
"(https://huggingface.co/huggingtweets/bestmusiclyric) with an artwork randomly "
"generated by a [FastGAN model](https://huggingface.co/spaces/huggan/FastGan).\n\n"
"Text and lyrics are generated independently. "
"If you can implement this idea with images conditioned on the lyrics,"
" I'd be very interested in seeing that!🤗\n\n"
"At the bottom of the page, you can click some example inputs to get you started.",
examples=[["Hey now", "fauvism-still-life"], ["It's gonna take a lot", "universe"],
["Running with the wolves", "aurora"], ["His palms are sweaty", "painting"],
["I just met you", "moongate"]]
)
iface.launch()
#examples=[["Hey now", "painting"], ["It's gonna take a lot", "universe"], ["So close", "aurora"], ["I just met you", "moongate"],
# ["His palms are sweaty", "aurora"]]) |