Created
April 19, 2023 17:27
-
-
Save phs/91a9a0a675254c8cb1b03d5f6716f15d to your computer and use it in GitHub Desktop.
SD 2.1 on keras-cv toy.py
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
#! /usr/bin/env python | |
from datetime import datetime | |
from keras_cv.models import StableDiffusionV2 | |
from PIL import Image | |
BATCH_SIZE = 1 | |
IMAGE_SIZE = 384 | |
PROMPT = 'beautiful bird, photo-realistic' | |
model = StableDiffusionV2(img_height=IMAGE_SIZE, img_width=IMAGE_SIZE, jit_compile=True) | |
image = model.text_to_image( | |
prompt=PROMPT, | |
batch_size=BATCH_SIZE, | |
num_steps=50, | |
unconditional_guidance_scale=7.5, | |
seed=0xdeadbeef, | |
) | |
tstamp = datetime.now().strftime('%Y%m%d-%H%M') | |
for i in range(0, BATCH_SIZE): | |
Image.fromarray(image[i]).save(f'output-toy-{tstamp}-{i}.png') | |
print('Done!') |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment