|
import argparse |
|
import imghdr |
|
import os |
|
from pathlib import Path |
|
|
|
from loguru import logger |
|
|
|
from lama_cleaner.const import AVAILABLE_MODELS, NO_HALF_HELP, CPU_OFFLOAD_HELP, DISABLE_NSFW_HELP, \ |
|
SD_CPU_TEXTENCODER_HELP, LOCAL_FILES_ONLY_HELP, AVAILABLE_DEVICES, ENABLE_XFORMERS_HELP, MODEL_DIR_HELP, \ |
|
OUTPUT_DIR_HELP, INPUT_HELP, GUI_HELP, DEFAULT_DEVICE, NO_GUI_AUTO_CLOSE_HELP, DEFAULT_MODEL_DIR |
|
from lama_cleaner.runtime import dump_environment_info |
|
|
|
|
|
def parse_args(): |
|
parser = argparse.ArgumentParser() |
|
parser.add_argument("--host", default="127.0.0.1") |
|
parser.add_argument("--port", default=8080, type=int) |
|
|
|
parser.add_argument("--config-installer", action="store_true", |
|
help="Open config web page, mainly for windows installer") |
|
parser.add_argument("--load-installer-config", action="store_true", |
|
help="Load all cmd args from installer config file") |
|
parser.add_argument("--installer-config", default=None, help="Config file for windows installer") |
|
|
|
parser.add_argument("--model", default="lama", choices=AVAILABLE_MODELS) |
|
parser.add_argument("--no-half", action="store_true", help=NO_HALF_HELP) |
|
parser.add_argument("--cpu-offload", action="store_true", help=CPU_OFFLOAD_HELP) |
|
parser.add_argument("--disable-nsfw", action="store_true", help=DISABLE_NSFW_HELP) |
|
parser.add_argument("--sd-cpu-textencoder", action="store_true", help=SD_CPU_TEXTENCODER_HELP) |
|
parser.add_argument("--local-files-only", action="store_true", help=LOCAL_FILES_ONLY_HELP) |
|
parser.add_argument("--enable-xformers", action="store_true", help=ENABLE_XFORMERS_HELP) |
|
parser.add_argument("--device", default=DEFAULT_DEVICE, type=str, choices=AVAILABLE_DEVICES) |
|
parser.add_argument("--gui", action="store_true", help=GUI_HELP) |
|
parser.add_argument("--no-gui-auto-close", action="store_true", help=NO_GUI_AUTO_CLOSE_HELP) |
|
parser.add_argument( |
|
"--gui-size", |
|
default=[1600, 1000], |
|
nargs=2, |
|
type=int, |
|
help="Set window size for GUI", |
|
) |
|
parser.add_argument("--input", type=str, default=None, help=INPUT_HELP) |
|
parser.add_argument("--output-dir", type=str, default=None, help=OUTPUT_DIR_HELP) |
|
parser.add_argument("--model-dir", type=str, default=DEFAULT_MODEL_DIR, help=MODEL_DIR_HELP) |
|
parser.add_argument("--disable-model-switch", action="store_true", help="Disable model switch in frontend") |
|
parser.add_argument("--debug", action="store_true") |
|
|
|
|
|
parser.add_argument( |
|
"--hf_access_token", |
|
default="", |
|
help="SD model no more need token: https://github.com/huggingface/diffusers/issues/1447", |
|
) |
|
parser.add_argument( |
|
"--sd-disable-nsfw", |
|
action="store_true", |
|
help="Disable Stable Diffusion NSFW checker", |
|
) |
|
parser.add_argument( |
|
"--sd-run-local", |
|
action="store_true", |
|
help="SD model no more need token, use --local-files-only to set not connect to huggingface server", |
|
) |
|
parser.add_argument( |
|
"--sd-enable-xformers", |
|
action="store_true", |
|
help="Enable xFormers optimizations. Requires that xformers package has been installed. See: https://github.com/facebookresearch/xformers" |
|
) |
|
|
|
args = parser.parse_args() |
|
|
|
|
|
dump_environment_info() |
|
|
|
if args.config_installer: |
|
if args.installer_config is None: |
|
parser.error(f"args.config_installer==True, must set args.installer_config to store config file") |
|
from lama_cleaner.web_config import main |
|
logger.info(f"Launching installer web config page") |
|
main(args.installer_config) |
|
exit() |
|
|
|
if args.load_installer_config: |
|
from lama_cleaner.web_config import load_config |
|
if args.installer_config and not os.path.exists(args.installer_config): |
|
parser.error(f"args.installer_config={args.installer_config} not exists") |
|
|
|
logger.info(f"Loading installer config from {args.installer_config}") |
|
_args = load_config(args.installer_config) |
|
for k, v in vars(_args).items(): |
|
if k in vars(args): |
|
setattr(args, k, v) |
|
|
|
if args.device == "cuda": |
|
import torch |
|
if torch.cuda.is_available() is False: |
|
parser.error( |
|
"torch.cuda.is_available() is False, please use --device cpu or check your pytorch installation") |
|
|
|
if args.model_dir and args.model_dir is not None: |
|
if os.path.isfile(args.model_dir): |
|
parser.error(f"invalid --model-dir: {args.model_dir} is a file") |
|
|
|
if not os.path.exists(args.model_dir): |
|
logger.info(f"Create model cache directory: {args.model_dir}") |
|
Path(args.model_dir).mkdir(exist_ok=True, parents=True) |
|
|
|
os.environ["XDG_CACHE_HOME"] = args.model_dir |
|
|
|
if args.input and args.input is not None: |
|
if not os.path.exists(args.input): |
|
parser.error(f"invalid --input: {args.input} not exists") |
|
if os.path.isfile(args.input): |
|
if imghdr.what(args.input) is None: |
|
parser.error(f"invalid --input: {args.input} is not a valid image file") |
|
else: |
|
if args.output_dir is None: |
|
parser.error(f"invalid --input: {args.input} is a directory, --output-dir is required") |
|
else: |
|
output_dir = Path(args.output_dir) |
|
if not output_dir.exists(): |
|
logger.info(f"Creating output directory: {output_dir}") |
|
output_dir.mkdir(parents=True) |
|
else: |
|
if not output_dir.is_dir(): |
|
parser.error(f"invalid --output-dir: {output_dir} is not a directory") |
|
|
|
return args |
|
|
