Merge branches 'main' and 'main' of ssh://github.com/xhiroga/til

.gitignore

@@ -1,3 +1,5 @@
+.mypy_cache
+
 # General
 .env
 .local
@@ -88,7 +90,3 @@ _site/
 # Ignore folders generated by Bundler
 .bundle/
 vendor/
-
-
-
-/.luarc.json

software-engineering/openpose/_src/demo/.gitignore

@@ -0,0 +1,2 @@
+input/
+output/

software-engineering/openpose/_src/demo/README.md

@@ -0,0 +1,14 @@
+# OpenPose
+
+```powershell
+bin\OpenPoseDemo.exe --image_dir "C:\Users\hiroga\Documents\GitHub\til\software-engineering\openpose\_src\demo\input" -disable_blending --face --hand --write_json "C:\Users\hiroga\Documents\GitHub\til\software-engineering\openpose\_src\demo\output\image" --write_images "C:\Users\hiroga\Documents\GitHub\til\software-engineering\openpose\_src\demo\output\image"
+```
+
+```powershell
+bin\OpenPoseDemo.exe --video "C:\Users\hiroga\Downloads\dance.mov" --face --hand --write_video "C:\Users\hiroga\Documents\GitHub\til\software-engineering\openpose\_src\demo\output\video\dance.mov"
+```
+
+## Note
+
+- 日本語のファイル名を認識させるのに調整がいるかも
+- フォルダを事前に作成する必要があるかも

computer-science/machine-learning/_src/background-removal/README.md → software-engineering/python/RMBG/_src/RMBG/README.md

@@ -1,6 +1,6 @@
-# 背景透過ソフトウェアの比較
+# briaai/RMBG
 
-## Pre-requisites
+## Prerequisites
 
 ```powershell
 kaggle datasets download -d mikoajkolman/pokemon-images-first-generation17000-files -p "data/" -q
@@ -10,19 +10,14 @@ kaggle datasets download -d mikoajkolman/pokemon-images-first-generation17000-fi
 ## briaai/RMBG-1.4
 
 ```powershell
-conda env create -f environment.yml
-conda activate background-removal
-
 git clone https://huggingface.co/briaai/RMBG-1.4
-cd RMBG-1.4/
-pip install -r requirements.txt
+uv sync
 ```
 
 ### Multiprocessing
 
 ```powershell
-conda activate background-removal
-python remove_background_multiprocess.py
+uv run src/rmbg/remove_background_multiprocess.py
 # 途中で実行を止めたが、200件に対して1時間以上かかるようになってしまった。
 # GPU利用率は0%と100%を往復しており、処理時間は徐々に長くなっていった。明らかにおかしい。
 ```

software-engineering/python/RMBG/_src/RMBG/pyproject.toml

@@ -0,0 +1,32 @@
+[project]
+name = "rmbg"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.12"
+dependencies = [
+    "imageio>=2.35.1",
+    "matplotlib>=3.9.2",
+    "scikit-image>=0.24.0",
+    "torch==2.2.0+cu121",
+    "torchvision==0.17.0+cu121",
+    "pillow>=10.2.0",
+    "numpy>=1.26.3",
+    "typing>=3.10.0.0",
+    "huggingface-hub>=0.24.6",
+    "safetensors>=0.4.4",
+]
+
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[tool.hatch.build.targets.wheel]
+packages = ["src/rmbg"]
+
+[tool.uv]
+dev-dependencies = [
+    "ipykernel>=6.29.5",
+    "types-pillow>=10.2.0.20240822",
+]
+extra-index-url = ["https://download.pytorch.org/whl/cu121"]