chore: initial commit for Infrared Equipment Detection System

- Add YOLO-based infrared thermal image detection system
- Add dataset configuration (dataset.yaml) with 12 equipment classes
- Add training, validation and detection scripts
- Add temperature feature extraction and fault diagnosis modules
- Update README and CLAUDE.md with correct dataset paths
- Optimize .gitignore to track dataset.yaml while ignoring large data files

.gitignore

@@ -0,0 +1,64 @@
+# Python
+__pycache__/
+*.py[cod]
+*.egg-info/
+dist/
+build/
+*.egg
+
+# PyTorch
+*.pth
+*.pt
+*.onnx
+*.torch
+*.ckpt
+
+# Data
+data/*
+!data/dataset.yaml
+
+
+
+# Training outputs
+runs/
+output/           # 示例脚本输出
+*.jpg  # 测试图像
+
+# Models
+models/
+weights/
+!weights/.gitkeep
+
+# YOLO test files
+yolov8n.pt
+yolov8*.pt
+bus.jpg
+
+# IDE
+.vscode/
+.idea/
+*.swp
+*.swo
+
+# OS
+.DS_Store
+Thumbs.db
+
+# Logs
+*.log
+logs/
+
+# UV
+.python-version
+uv.lock
+
+# Claude
+.claude/
+
+# Jupyter
+.ipynb_checkpoints/
+
+# Temporary
+tmp/
+temp/
+*.tmp