| import os |
|
|
| from typing import List, Dict |
| from pathlib import Path |
|
|
| from modules import shared, scripts |
| from preload import default_ddp_path, default_onnx_path |
| from tagger.preset import Preset |
| from tagger.interrogator import Interrogator, DeepDanbooruInterrogator, WaifuDiffusionInterrogator |
|
|
| preset = Preset(Path(scripts.basedir(), 'presets')) |
|
|
| interrogators: Dict[str, Interrogator] = {} |
|
|
|
|
| def refresh_interrogators() -> List[str]: |
| global interrogators |
| interrogators = { |
| 'wd14-vit-v2': WaifuDiffusionInterrogator( |
| 'wd14-vit-v2', |
| repo_id='SmilingWolf/wd-v1-4-vit-tagger-v2', |
| revision='v2.0' |
| ), |
| 'wd14-convnext-v2': WaifuDiffusionInterrogator( |
| 'wd14-convnext-v2', |
| repo_id='SmilingWolf/wd-v1-4-convnext-tagger-v2', |
| revision='v2.0' |
| ), |
| 'wd14-swinv2-v2': WaifuDiffusionInterrogator( |
| 'wd14-swinv2-v2', |
| repo_id='SmilingWolf/wd-v1-4-swinv2-tagger-v2', |
| revision='v2.0' |
| ), |
| 'wd14-vit-v2-git': WaifuDiffusionInterrogator( |
| 'wd14-vit-v2-git', |
| repo_id='SmilingWolf/wd-v1-4-vit-tagger-v2' |
| ), |
| 'wd14-convnext-v2-git': WaifuDiffusionInterrogator( |
| 'wd14-convnext-v2-git', |
| repo_id='SmilingWolf/wd-v1-4-convnext-tagger-v2' |
| ), |
| 'wd14-swinv2-v2-git': WaifuDiffusionInterrogator( |
| 'wd14-swinv2-v2-git', |
| repo_id='SmilingWolf/wd-v1-4-swinv2-tagger-v2' |
| ), |
| 'wd14-vit': WaifuDiffusionInterrogator( |
| 'wd14-vit', |
| repo_id='SmilingWolf/wd-v1-4-vit-tagger'), |
| 'wd14-convnext': WaifuDiffusionInterrogator( |
| 'wd14-convnext', |
| repo_id='SmilingWolf/wd-v1-4-convnext-tagger' |
| ), |
| |
| |
| |
| |
| |
| } |
|
|
| |
| os.makedirs( |
| getattr(shared.cmd_opts, 'deepdanbooru_projects_path', default_ddp_path), |
| exist_ok=True |
| ) |
| os.makedirs( |
| getattr(shared.cmd_opts, 'onnxtagger_path', default_onnx_path), |
| exist_ok=True |
| ) |
|
|
| for path in os.scandir(shared.cmd_opts.deepdanbooru_projects_path): |
| if not path.is_dir(): |
| continue |
|
|
| if not Path(path, 'project.json').is_file(): |
| continue |
|
|
| interrogators[path.name] = DeepDanbooruInterrogator(path.name, path) |
| |
| for path in os.scandir(shared.cmd_opts.onnxtagger_path): |
| if not path.is_dir(): |
| continue |
| |
| |
| onnx_files = [x for x in os.scandir(path) if x.name.endswith('.onnx')] |
| if len(onnx_files) == 0: |
| print(f"Warning: {path} has no model, skipping") |
| continue |
| elif len(onnx_files) > 1: |
| print(f"Warning: {path} has multiple models, skipping") |
| continue |
| model_path = Path(path, onnx_files[0].name) |
|
|
| if not Path(path, 'tags-selected.csv').is_file(): |
| print(f"Warning: {path} has a model but no tags-selected.csv file, skipping") |
| continue |
|
|
| interrogators[path.name] = WaifuDiffusionInterrogator(path.name,model_path=model_path, tags_path=Path(path, 'tags-selected.csv')) |
|
|
| return sorted(interrogators.keys()) |
|
|
|
|
| def split_str(s: str, separator=',') -> List[str]: |
| return [x.strip() for x in s.split(separator) if x] |
|
|
