@ -12,8 +12,8 @@ logger = logging.getLogger(__name__)
common_options = [
click . option (
" --negative-prompt " ,
default = config . DEFAULT_NEGATIVE_PROMPT ,
show_default = Tru e,
default = None ,
show_default = Fals e,
help = " Negative prompt. Things to try and exclude from images. Same negative prompt will be used for all images. " ,
) ,
click . option (
@ -26,6 +26,7 @@ common_options = [
" --init-image " ,
metavar = " PATH|URL " ,
help = " Starting image. " ,
multiple = True ,
) ,
click . option (
" --init-image-strength " ,
@ -395,27 +396,83 @@ def imagine_cmd(
)
edit_options = common_options . copy ( )
@aimg.command ( " edit-demo " )
@click.argument ( " image_paths " , metavar = " PATH|URL " , required = True , nargs = - 1 )
@click.option (
" --outdir " ,
default = " ./outputs " ,
show_default = True ,
type = click . Path ( ) ,
help = " Where to write results to. " ,
)
@click.option (
" -h " ,
" --height " ,
default = 512 ,
show_default = True ,
type = int ,
help = " Image height. Should be multiple of 8. " ,
)
@click.option (
" -w " ,
" --width " ,
default = 512 ,
show_default = True ,
type = int ,
help = " Image width. Should be multiple of 8. " ,
)
def edit_demo ( image_paths , outdir , height , width ) :
from imaginairy . log_utils import configure_logging
from imaginairy . surprise_me import create_surprise_me_images
configure_logging ( )
for image_path in image_paths :
create_surprise_me_images (
image_path , outdir = outdir , make_gif = True , width = width , height = height
)
return
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 , " prompt_strength " )
remove_option ( edit_options , " negative_prompt " )
@aimg.command ( " edit " )
@click.argument ( " init_image " , metavar = " PATH|URL " , required = True , nargs = 1 )
@click.argument ( " prompt_texts " , nargs = - 1 )
@click.argument ( " image_paths " , metavar = " PATH|URL " , required = True , nargs = - 1 )
@click.option (
" --surprise-me " ,
" surprise_me " ,
default = False ,
is_flag = True ,
help = " make some fun edits to the provided image " ,
" -- image-strength " ,
default = 1 ,
show_ default= False ,
type = float ,
help = " Starting image strength. Between 0 and 1. " ,
)
@add_options ( common_options )
@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 . MODEL_SHORT_NAMES ) } , or a path to custom weights. " ,
show_default = True ,
default = " edit " ,
)
@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_image ( # noqa
ctx ,
init_image ,
prompt_texts ,
image_paths ,
image_strength ,
prompt ,
negative_prompt ,
prompt_strength ,
outdir ,
@ -447,41 +504,26 @@ def edit_image( # noqa
version , # noqa
make_gif ,
make_compare_gif ,
surprise_me ,
arg_schedules ,
make_compilation_animation ,
) :
"""
Edit an image via AI .
Provide a path or URL to an image and directions on how to alter it .
Example : aimg edit my - dog . jpg " make the dog red "
"""
from imaginairy . log_utils import configure_logging
from imaginairy . surprise_me import create_surprise_me_images
init_image_strength = 1
if surprise_me and prompt_texts :
raise ValueError ( " Cannot use surprise_me and prompt_texts together " )
Provide paths or URLs to images and directions on how to alter them .
if surprise_me :
if quiet :
log_level = " ERROR "
configure_logging ( log_level )
create_surprise_me_images (
init_image , outdir = outdir , make_gif = make_gif , width = width , height = height
)
return
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 .
"""
return _imagine_cmd (
ctx ,
prompt_texts ,
prompt ,
negative_prompt ,
prompt_strength ,
i nit_i mage,
i nit_i mage_strength,
i mage_paths ,
i mage_strength,
outdir ,
repeats ,
height ,
@ -582,15 +624,23 @@ def _imagine_cmd(
configure_logging ( log_level )
total_image_count = len ( prompt_texts ) * repeats
if isinstance ( init_image , str ) :
init_images = [ init_image ]
else :
init_images = init_image
total_image_count = len ( prompt_texts ) * len ( init_images ) * repeats
logger . info (
f " Received { len ( prompt_texts ) } prompt(s) and will repeat them { repeats } times to create { total_image_count } images. "
f " Received { len ( prompt_texts ) } prompt(s) and { len ( init_images ) } input image(s). W { repeats } times to create { total_image_count } images. "
)
from imaginairy import ImaginePrompt , LazyLoadingImage , imagine_image_files
if init_image and init_image . startswith ( " http " ) :
init_image = LazyLoadingImage ( url = init_image )
new_init_images = [ ]
for init_image in init_images :
if init_image and init_image . startswith ( " http " ) :
init_image = LazyLoadingImage ( url = init_image )
new_init_images . append ( init_image )
init_images = new_init_images
if mask_image and mask_image . startswith ( " http " ) :
mask_image = LazyLoadingImage ( url = mask_image )
@ -622,38 +672,41 @@ def _imagine_cmd(
_tile_mode = " y "
else :
_tile_mode = " "
for _init_image in init_images :
prompt = ImaginePrompt (
next ( prompt_iterator ) ,
negative_prompt = negative_prompt ,
prompt_strength = prompt_strength ,
init_image = _init_image ,
init_image_strength = init_image_strength ,
seed = seed ,
sampler_type = sampler_type ,
steps = steps ,
height = height ,
width = width ,
mask_image = mask_image ,
mask_prompt = mask_prompt ,
mask_mode = mask_mode ,
mask_modify_original = mask_modify_original ,
outpaint = outpaint ,
upscale = upscale ,
fix_faces = fix_faces ,
fix_faces_fidelity = fix_faces_fidelity ,
tile_mode = _tile_mode ,
model = model_weights_path ,
model_config_path = model_config_path ,
)
from imaginairy . prompt_schedules import (
parse_schedule_strs ,
prompt_mutator ,
)
prompt = ImaginePrompt (
next ( prompt_iterator ) ,
negative_prompt = negative_prompt ,
prompt_strength = prompt_strength ,
init_image = init_image ,
init_image_strength = init_image_strength ,
seed = seed ,
sampler_type = sampler_type ,
steps = steps ,
height = height ,
width = width ,
mask_image = mask_image ,
mask_prompt = mask_prompt ,
mask_mode = mask_mode ,
mask_modify_original = mask_modify_original ,
outpaint = outpaint ,
upscale = upscale ,
fix_faces = fix_faces ,
fix_faces_fidelity = fix_faces_fidelity ,
tile_mode = _tile_mode ,
model = model_weights_path ,
model_config_path = model_config_path ,
)
from imaginairy . prompt_schedules import parse_schedule_strs , prompt_mutator
if arg_schedules :
schedules = parse_schedule_strs ( arg_schedules )
for new_prompt in prompt_mutator ( prompt , schedules ) :
prompts . append ( new_prompt )
else :
prompts . append ( prompt )
if arg_schedules :
schedules = parse_schedule_strs ( arg_schedules )
for new_prompt in prompt_mutator ( prompt , schedules ) :
prompts . append ( new_prompt )
else :
prompts . append ( prompt )
filenames = imagine_image_files (
prompts ,
Bryce
1 year ago
committed by