imaginAIry/imaginairy/cli/edit.py

143 lines
3.2 KiB
Python

import click
from imaginairy import config
from imaginairy.cli.shared import (
_imagine_cmd,
add_options,
common_options,
remove_option,
)
edit_options = common_options.copy()
remove_option(edit_options, "model_weights_path")
remove_option(edit_options, "init_image")
remove_option(edit_options, "init_image_strength")
remove_option(edit_options, "negative_prompt")
remove_option(edit_options, "allow_compose_phase")
@click.command("edit")
@click.argument("image_paths", metavar="PATH|URL", required=True, nargs=-1)
@click.option(
"--image-strength",
default=0.1,
show_default=False,
type=float,
help="Starting image strength. Between 0 and 1.",
)
@click.option("--prompt", "-p", required=True, multiple=True)
@click.option(
"--model-weights-path",
"--model",
help=f"Model to use. Should be one of {', '.join(config.IMAGE_WEIGHTS_SHORT_NAMES)}, or a path to custom weights.",
show_default=True,
default="sd15",
)
@click.option(
"--negative-prompt",
default=None,
show_default=False,
help="Negative prompt. Things to try and exclude from images. Same negative prompt will be used for all images. A default negative prompt is used if none is selected.",
)
@add_options(edit_options)
@click.pass_context
def edit_cmd(
ctx,
image_paths,
image_strength,
prompt,
negative_prompt,
prompt_strength,
outdir,
output_file_extension,
repeats,
size,
steps,
seed,
upscale,
fix_faces,
fix_faces_fidelity,
solver,
log_level,
quiet,
show_work,
tile,
tile_x,
tile_y,
mask_image,
mask_prompt,
mask_mode,
mask_modify_original,
outpaint,
caption,
precision,
model_weights_path,
model_architecture,
prompt_library_path,
version,
make_gif,
make_compare_gif,
arg_schedules,
make_compilation_animation,
caption_text,
):
"""
Edit an image via AI.
Provide paths or URLs to images and directions on how to alter them.
Example: aimg edit --prompt "make the dog red" my-dog.jpg my-dog2.jpg
Same as calling `aimg imagine --model edit --init-image my-dog.jpg --init-image-strength 1` except this command
can batch edit images.
"""
from imaginairy.schema import ControlInput
allow_compose_phase = False
control_inputs = [ControlInput(image=None, image_raw=None, mode="edit", strength=1)]
return _imagine_cmd(
ctx,
prompt,
negative_prompt,
prompt_strength,
image_paths,
image_strength,
outdir,
output_file_extension,
repeats,
size,
steps,
seed,
upscale,
fix_faces,
fix_faces_fidelity,
solver,
log_level,
quiet,
show_work,
tile,
tile_x,
tile_y,
allow_compose_phase,
mask_image,
mask_prompt,
mask_mode,
mask_modify_original,
outpaint,
caption,
precision,
model_weights_path,
model_architecture,
prompt_library_path,
version,
make_gif,
make_compare_gif,
arg_schedules,
make_compilation_animation,
caption_text,
control_inputs=control_inputs,
)