Spaces:
Running
on
A10G
Running
on
A10G
File size: 5,684 Bytes
251e479 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 |
import json
import os
from typing import Optional, Sequence, Tuple
from src.video_util import get_frame_count
class RerenderConfig:
def __init__(self):
...
def create_from_parameters(self,
input_path: str,
output_path: str,
prompt: str,
work_dir: Optional[str] = None,
key_subdir: str = 'keys',
frame_count: Optional[int] = None,
interval: int = 10,
crop: Sequence[int] = (0, 0, 0, 0),
sd_model: Optional[str] = None,
a_prompt: str = '',
n_prompt: str = '',
ddim_steps=20,
scale=7.5,
control_type: str = 'HED',
control_strength=1,
seed: int = -1,
image_resolution: int = 512,
x0_strength: float = -1,
style_update_freq: int = 10,
cross_period: Tuple[float, float] = (0, 1),
warp_period: Tuple[float, float] = (0, 0.1),
mask_period: Tuple[float, float] = (0.5, 0.8),
ada_period: Tuple[float, float] = (1.0, 1.0),
mask_strength: float = 0.5,
inner_strength: float = 0.9,
smooth_boundary: bool = True,
color_preserve: bool = True,
**kwargs):
self.input_path = input_path
self.output_path = output_path
self.prompt = prompt
self.work_dir = work_dir
if work_dir is None:
self.work_dir = os.path.dirname(output_path)
self.key_dir = os.path.join(self.work_dir, key_subdir)
self.first_dir = os.path.join(self.work_dir, 'first')
# Split video into frames
if not os.path.isfile(input_path):
raise FileNotFoundError(f'Cannot find video file {input_path}')
self.input_dir = os.path.join(self.work_dir, 'video')
self.frame_count = frame_count
if frame_count is None:
self.frame_count = get_frame_count(self.input_path)
self.interval = interval
self.crop = crop
self.sd_model = sd_model
self.a_prompt = a_prompt
self.n_prompt = n_prompt
self.ddim_steps = ddim_steps
self.scale = scale
self.control_type = control_type
if self.control_type == 'canny':
self.canny_low = kwargs.get('canny_low', 100)
self.canny_high = kwargs.get('canny_high', 200)
else:
self.canny_low = None
self.canny_high = None
self.control_strength = control_strength
self.seed = seed
self.image_resolution = image_resolution
self.x0_strength = x0_strength
self.style_update_freq = style_update_freq
self.cross_period = cross_period
self.mask_period = mask_period
self.warp_period = warp_period
self.ada_period = ada_period
self.mask_strength = mask_strength
self.inner_strength = inner_strength
self.smooth_boundary = smooth_boundary
self.color_preserve = color_preserve
os.makedirs(self.input_dir, exist_ok=True)
os.makedirs(self.work_dir, exist_ok=True)
os.makedirs(self.key_dir, exist_ok=True)
os.makedirs(self.first_dir, exist_ok=True)
def create_from_path(self, cfg_path: str):
with open(cfg_path, 'r') as fp:
cfg = json.load(fp)
kwargs = dict()
def append_if_not_none(key):
value = cfg.get(key, None)
if value is not None:
kwargs[key] = value
kwargs['input_path'] = cfg['input']
kwargs['output_path'] = cfg['output']
kwargs['prompt'] = cfg['prompt']
append_if_not_none('work_dir')
append_if_not_none('key_subdir')
append_if_not_none('frame_count')
append_if_not_none('interval')
append_if_not_none('crop')
append_if_not_none('sd_model')
append_if_not_none('a_prompt')
append_if_not_none('n_prompt')
append_if_not_none('ddim_steps')
append_if_not_none('scale')
append_if_not_none('control_type')
if kwargs.get('control_type', '') == 'canny':
append_if_not_none('canny_low')
append_if_not_none('canny_high')
append_if_not_none('control_strength')
append_if_not_none('seed')
append_if_not_none('image_resolution')
append_if_not_none('x0_strength')
append_if_not_none('style_update_freq')
append_if_not_none('cross_period')
append_if_not_none('warp_period')
append_if_not_none('mask_period')
append_if_not_none('ada_period')
append_if_not_none('mask_strength')
append_if_not_none('inner_strength')
append_if_not_none('smooth_boundary')
append_if_not_none('color_perserve')
self.create_from_parameters(**kwargs)
@property
def use_warp(self):
return self.warp_period[0] <= self.warp_period[1]
@property
def use_mask(self):
return self.mask_period[0] <= self.mask_period[1]
@property
def use_ada(self):
return self.ada_period[0] <= self.ada_period[1]
|