diff --git a/README.md b/README.md
index 4057293..b57402f 100644
--- a/README.md
+++ b/README.md
@@ -84,9 +84,9 @@ Requires CUDA 12.2 and cuDNN8.x.
 pip install onnxruntime-gpu --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple/
 ```
 
-https://onnxruntime.ai/docs/install/
+https://onnxruntime.ai/docs/install/</br>
 https://onnxruntime.ai/docs/execution-providers/CUDA-ExecutionProvider.html#requirements
 
 ## Copyright
 
-Public domain, except borrowed parts (e.g. `dbimutils.py`)
\ No newline at end of file
+Public domain, except borrowed parts (e.g. `dbimutils.py`)
diff --git a/requirements.txt b/requirements.txt
index ac86f53..40be636 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,7 +1,7 @@
-pandas==2.2.2
-huggingface-hub==0.22.2
-Pillow==10.0.1
-deepdanbooru==1.0.2
-onnxruntime==1.17.3
-numpy==1.26.4
-opencv-python==4.9.0.80
+pandas==2.2.3
+huggingface-hub==0.28.1
+Pillow==11.1.0
+deepdanbooru==1.0.3
+onnxruntime==1.20.1
+numpy==2.2.2
+opencv-python==4.11.0.86
diff --git a/run.py b/run.py
index 92aa2ce..df42da4 100644
--- a/run.py
+++ b/run.py
@@ -68,7 +68,7 @@ def parse_exclude_tags() -> set[str]:
     # reverse escape (nai tag to danbooru tag)
     reverse_escaped_tags = []
     for tag in tags:
-        tag = tag.replace(' ', '_').replace('\(', '(').replace('\)', ')')
+        tag = tag.replace(' ', '_').replace(r'\(', '(').replace(r'\)', ')')
         reverse_escaped_tags.append(tag)
     return set([*tags, *reverse_escaped_tags])  # reduce duplicates