Update wdv3_timm.py

wdv3_timm.py

@@ -2,6 +2,7 @@ from dataclasses import dataclass
 from pathlib import Path
 from typing import Optional
 
+import os
 import numpy as np
 import pandas as pd
 import timm
@@ -111,7 +112,8 @@ def get_tags(
 
 @dataclass
 class ScriptOptions:
-    image_file: Path = field(positional=True)
+    image_dir: Path = field(positional=True)
+    text_dir: Path = field(positional=True)
     model: str = field(default="vit")
     gen_threshold: float = field(default=0.35)
     char_threshold: float = field(default=0.75)
@@ -119,9 +121,13 @@ class ScriptOptions:
 
 def main(opts: ScriptOptions):
     repo_id = MODEL_REPO_MAP.get(opts.model)
-    image_path = Path(opts.image_file).resolve()
-    if not image_path.is_file():
-        raise FileNotFoundError(f"Image file not found: {image_path}")
+    
+    image_dir = Path(opts.image_dir).resolve()
+    for image_path in os.findall(image_dir):
+        for suffix in ['.jpeg','.jpg','.JPEG','.webp','.WEBP','.png','.PNG']:
+            if not image_path.find(suffix)>-1: continue 
+            if not image_path.is_file(): raise FileNotFoundError(f"Image file not found: {image_path}")
+            
 
     print(f"Loading model '{opts.model}' from '{repo_id}'...")
     model: nn.Module = timm.create_model("hf-hub:" + repo_id).eval()