File size: 2,060 Bytes
4dcb901 8d2a10d 4dcb901 8d2a10d 4dcb901 8d2a10d 4dcb901 8d2a10d 4dcb901 8d2a10d 4dcb901 8d2a10d |
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 30 31 32 33 34 35 36 37 38 39 40 41 42 43 |
import gradio as gr
from diffusers import DDPMPipeline, DDPMScheduler
import torch
import random
import PIL
import os
scheduler = DDPMScheduler(num_train_timesteps=200,beta_schedule="linear")
pipeline = DDPMPipeline.from_pretrained("uripper/GIANNIS", revision="ONNX", scheduler=scheduler)
num_imgs = len(os.listdir("GIANNIS\stored_images"))
imgs = os.listdir("GIANNIS\stored_images")
def generate_img():
random_words = ["blue", "bear", "math", "pi", "apple", "cheese", "monkey", "yellow", "grape", "banana", "orange", "dog", "cat", "fish", "bird", "mouse", "horse", "cow", "sheep", "pig", "chicken", "duck", "frog", "snake", "turtle", "elephant", "lion", "tiger", "giraffe", "zebra", "monkey", "ant", "bee", "butterfly", "camel", "crocodile", "dolphin", "duck", "eagle", "fish", "flamingo", "fox", "frog", "giraffe", "goat", "goldfish", "hamster", "hippopotamus", "horse", "kangaroo", "kitten", "lion", "lobster", "monkey", "octopus", "owl", "panda", "parrot", "penguin", "pig", "puppy", "rabbit", "raccoon", "rhinoceros", "scorpion", "seal", "shark", "snail", "snake", "spider", "squirrel", "swan", "tiger", "whale", "wolf", "zebra"]
ran_word_1 = random.choice(random_words)
ran_word_2 = random.choice(random_words)
ran_word_3 = random.choice(random_words)
ran_num = str(random.randint(1, 100))
ran_num2 = str(random.randint(1, 100))
filename = ran_word_1 + "_" + ran_num + "_" + ran_word_2 + "_" + ran_num2 + "_" + ran_word_3
pipeline.to("cuda")
images= pipeline().images
im = images[0]
im.save(f"GIANNIS\stored_images\{filename}.png")
return im
def show_random_image(num_imgs = num_imgs, imgs = imgs):
ran_img = random.randint(1, num_imgs)-1
display_img = "GIANNIS\\stored_images\\"+imgs[ran_img]
return PIL.Image.open(display_img)
for i in range(100):
generate_img()
# When a user clicks button, pipeline will generate an image
iface = gr.Interface(fn=show_random_image, inputs=[], outputs="image")
# iface = gr.Interface(fn=generate_img, inputs=[], outputs="image")
iface.launch() |