70af4845af
new file: inpaint/__main__.py new file: inpaint/api.py new file: inpaint/batch_processing.py new file: inpaint/benchmark.py new file: inpaint/cli.py new file: inpaint/const.py new file: inpaint/download.py new file: inpaint/file_manager/__init__.py new file: inpaint/file_manager/file_manager.py new file: inpaint/file_manager/storage_backends.py new file: inpaint/file_manager/utils.py new file: inpaint/helper.py new file: inpaint/installer.py new file: inpaint/model/__init__.py new file: inpaint/model/anytext/__init__.py new file: inpaint/model/anytext/anytext_model.py new file: inpaint/model/anytext/anytext_pipeline.py new file: inpaint/model/anytext/anytext_sd15.yaml new file: inpaint/model/anytext/cldm/__init__.py new file: inpaint/model/anytext/cldm/cldm.py new file: inpaint/model/anytext/cldm/ddim_hacked.py new file: inpaint/model/anytext/cldm/embedding_manager.py new file: inpaint/model/anytext/cldm/hack.py new file: inpaint/model/anytext/cldm/model.py new file: inpaint/model/anytext/cldm/recognizer.py new file: inpaint/model/anytext/ldm/__init__.py new file: inpaint/model/anytext/ldm/models/__init__.py new file: inpaint/model/anytext/ldm/models/autoencoder.py new file: inpaint/model/anytext/ldm/models/diffusion/__init__.py new file: inpaint/model/anytext/ldm/models/diffusion/ddim.py new file: inpaint/model/anytext/ldm/models/diffusion/ddpm.py new file: inpaint/model/anytext/ldm/models/diffusion/dpm_solver/__init__.py new file: inpaint/model/anytext/ldm/models/diffusion/dpm_solver/dpm_solver.py new file: inpaint/model/anytext/ldm/models/diffusion/dpm_solver/sampler.py new file: inpaint/model/anytext/ldm/models/diffusion/plms.py new file: inpaint/model/anytext/ldm/models/diffusion/sampling_util.py new file: inpaint/model/anytext/ldm/modules/__init__.py new file: inpaint/model/anytext/ldm/modules/attention.py new file: inpaint/model/anytext/ldm/modules/diffusionmodules/__init__.py new file: inpaint/model/anytext/ldm/modules/diffusionmodules/model.py new file: inpaint/model/anytext/ldm/modules/diffusionmodules/openaimodel.py new file: inpaint/model/anytext/ldm/modules/diffusionmodules/upscaling.py new file: inpaint/model/anytext/ldm/modules/diffusionmodules/util.py new file: inpaint/model/anytext/ldm/modules/distributions/__init__.py new file: inpaint/model/anytext/ldm/modules/distributions/distributions.py new file: inpaint/model/anytext/ldm/modules/ema.py new file: inpaint/model/anytext/ldm/modules/encoders/__init__.py new file: inpaint/model/anytext/ldm/modules/encoders/modules.py new file: inpaint/model/anytext/ldm/util.py new file: inpaint/model/anytext/main.py new file: inpaint/model/anytext/ocr_recog/RNN.py new file: inpaint/model/anytext/ocr_recog/RecCTCHead.py new file: inpaint/model/anytext/ocr_recog/RecModel.py new file: inpaint/model/anytext/ocr_recog/RecMv1_enhance.py new file: inpaint/model/anytext/ocr_recog/RecSVTR.py new file: inpaint/model/anytext/ocr_recog/__init__.py new file: inpaint/model/anytext/ocr_recog/common.py new file: inpaint/model/anytext/ocr_recog/en_dict.txt new file: inpaint/model/anytext/ocr_recog/ppocr_keys_v1.txt new file: inpaint/model/anytext/utils.py new file: inpaint/model/base.py new file: inpaint/model/brushnet/__init__.py new file: inpaint/model/brushnet/brushnet.py new file: inpaint/model/brushnet/brushnet_unet_forward.py new file: inpaint/model/brushnet/brushnet_wrapper.py new file: inpaint/model/brushnet/pipeline_brushnet.py new file: inpaint/model/brushnet/unet_2d_blocks.py new file: inpaint/model/controlnet.py new file: inpaint/model/ddim_sampler.py new file: inpaint/model/fcf.py new file: inpaint/model/helper/__init__.py new file: inpaint/model/helper/controlnet_preprocess.py new file: inpaint/model/helper/cpu_text_encoder.py new file: inpaint/model/helper/g_diffuser_bot.py new file: inpaint/model/instruct_pix2pix.py new file: inpaint/model/kandinsky.py new file: inpaint/model/lama.py new file: inpaint/model/ldm.py new file: inpaint/model/manga.py new file: inpaint/model/mat.py new file: inpaint/model/mi_gan.py new file: inpaint/model/opencv2.py new file: inpaint/model/original_sd_configs/__init__.py new file: inpaint/model/original_sd_configs/sd_xl_base.yaml new file: inpaint/model/original_sd_configs/sd_xl_refiner.yaml new file: inpaint/model/original_sd_configs/v1-inference.yaml new file: inpaint/model/original_sd_configs/v2-inference-v.yaml new file: inpaint/model/paint_by_example.py new file: inpaint/model/plms_sampler.py new file: inpaint/model/power_paint/__init__.py new file: inpaint/model/power_paint/pipeline_powerpaint.py new file: inpaint/model/power_paint/power_paint.py new file: inpaint/model/power_paint/power_paint_v2.py new file: inpaint/model/power_paint/powerpaint_tokenizer.py
59 lines
1.7 KiB
Python
59 lines
1.7 KiB
Python
import cv2
|
|
import pytest
|
|
from PIL import Image
|
|
from iopaint.helper import encode_pil_to_base64
|
|
|
|
from iopaint.model_manager import ModelManager
|
|
from iopaint.schema import HDStrategy
|
|
from iopaint.tests.utils import (
|
|
current_dir,
|
|
get_config,
|
|
get_data,
|
|
save_dir,
|
|
check_device,
|
|
)
|
|
|
|
model_name = "Fantasy-Studio/Paint-by-Example"
|
|
|
|
|
|
def assert_equal(
|
|
model,
|
|
config,
|
|
save_name: str,
|
|
fx: float = 1,
|
|
fy: float = 1,
|
|
img_p=current_dir / "overture-creations-5sI6fQgYIuo.png",
|
|
mask_p=current_dir / "overture-creations-5sI6fQgYIuo_mask.png",
|
|
example_p=current_dir / "bunny.jpeg",
|
|
):
|
|
img, mask = get_data(fx=fx, fy=fy, img_p=img_p, mask_p=mask_p)
|
|
|
|
example_image = cv2.imread(str(example_p))
|
|
example_image = cv2.cvtColor(example_image, cv2.COLOR_BGRA2RGB)
|
|
example_image = cv2.resize(
|
|
example_image, None, fx=fx, fy=fy, interpolation=cv2.INTER_AREA
|
|
)
|
|
|
|
print(f"Input image shape: {img.shape}, example_image: {example_image.shape}")
|
|
config.paint_by_example_example_image = encode_pil_to_base64(
|
|
Image.fromarray(example_image), 100, {}
|
|
).decode("utf-8")
|
|
res = model(img, mask, config)
|
|
cv2.imwrite(str(save_dir / save_name), res)
|
|
|
|
|
|
@pytest.mark.parametrize("device", ["cuda", "mps", "cpu"])
|
|
def test_paint_by_example(device):
|
|
sd_steps = check_device(device)
|
|
model = ModelManager(name=model_name, device=device, disable_nsfw=True)
|
|
cfg = get_config(strategy=HDStrategy.ORIGINAL, sd_steps=sd_steps)
|
|
assert_equal(
|
|
model,
|
|
cfg,
|
|
f"paint_by_example_device_{device}.png",
|
|
img_p=current_dir / "overture-creations-5sI6fQgYIuo.png",
|
|
mask_p=current_dir / "overture-creations-5sI6fQgYIuo_mask.png",
|
|
fy=0.9,
|
|
fx=1.3,
|
|
)
|