IOPaint/iopaint/tests/test_anytext.py

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2024-01-21 16:25:50 +01:00
import os
from iopaint.tests.utils import check_device, get_config, assert_equal
os.environ["PYTORCH_ENABLE_MPS_FALLBACK"] = "1"
from pathlib import Path
import pytest
import torch
from iopaint.model_manager import ModelManager
from iopaint.schema import HDStrategy
current_dir = Path(__file__).parent.absolute().resolve()
save_dir = current_dir / "result"
save_dir.mkdir(exist_ok=True, parents=True)
@pytest.mark.parametrize("device", ["cuda", "mps"])
def test_anytext(device):
sd_steps = check_device(device)
model = ModelManager(
name="Sanster/AnyText",
device=torch.device(device),
disable_nsfw=True,
sd_cpu_textencoder=False,
)
cfg = get_config(
strategy=HDStrategy.ORIGINAL,
prompt='Characters written in chalk on the blackboard that says "DADDY", best quality, extremely detailed,4k, HD, supper legible text, clear text edges, clear strokes, neat writing, no watermarks',
negative_prompt="low-res, bad anatomy, extra digit, fewer digits, cropped, worst quality, low quality, watermark, unreadable text, messy words, distorted text, disorganized writing, advertising picture",
sd_steps=sd_steps,
sd_guidance_scale=9.0,
sd_seed=66273235,
sd_match_histograms=True
)
assert_equal(
model,
cfg,
f"anytext.png",
img_p=current_dir / "anytext_ref.jpg",
mask_p=current_dir / "anytext_mask.jpg",
)