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generate_anime.py
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generate_anime.py
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import os
import sys
import cv2
import time
import torch
import numpy as np
from tqdm import trange, tqdm
os.environ["KMP_DUPLICATE_LIB_OK"]="TRUE"
from lib.gan_generator import Generator
seed_path = "./models/avatar_04_cartoon_face_02.npy"
model_path = "./models/avatar_04_cartoon_face_02_decoder.pth"
generator = Generator(model_path, seed_path)
if __name__=="__main__":
args = sys.argv
params = None
try:
root = str(args[1])
num = int(args[2])
size = int(args[3])
params = (root, num, size)
except:
print("Wrong Input!")
print("Example: python generate_anime.py ./examples/avatars_anime/ 10 96")
print("where 10 represents 10 output avatars, and 96 represents the size of images")
if params is not None:
root, num, size = params
for i in trange(num):
filename = os.path.join(root, str(i+1)+".png")
img = cv2.resize(np.clip(generator.generate() * 255, 0, 255), (size, size)).astype(np.uint8)
cv2.imwrite(filename, img)