Initial commit: Invoice field extraction system using YOLO + OCR

Features:
- Auto-labeling pipeline: CSV values -> PDF search -> YOLO annotations
- Flexible date matching: year-month match, nearby date tolerance
- PDF text extraction with PyMuPDF
- OCR support for scanned documents (PaddleOCR)
- YOLO training and inference pipeline
- 7 field types: InvoiceNumber, InvoiceDate, InvoiceDueDate, OCR, Bankgiro, Plusgiro, Amount

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
Yaojia Wang
2026-01-10 17:44:14 +01:00
commit 8938661850
35 changed files with 5020 additions and 0 deletions

80
scripts/setup_wsl.sh Normal file
View File

@@ -0,0 +1,80 @@
#!/bin/bash
# WSL 环境安装脚本
# 使用方法: bash scripts/setup_wsl.sh
set -e
echo "=========================================="
echo "Invoice Master POC v2 - WSL 安装脚本"
echo "=========================================="
# 检查是否在 WSL 中运行
if ! grep -qi microsoft /proc/version 2>/dev/null; then
echo "警告: 未检测到 WSL 环境,请在 WSL 中运行此脚本"
echo "提示: 在 Windows 终端中输入 'wsl' 进入 WSL"
exit 1
fi
echo ""
echo "[1/5] 更新系统包..."
sudo apt update
echo ""
echo "[2/5] 安装系统依赖..."
sudo apt install -y \
python3.10 \
python3.10-venv \
python3-pip \
libgl1-mesa-glx \
libglib2.0-0 \
libsm6 \
libxrender1 \
libxext6 \
libgomp1
echo ""
echo "[3/5] 创建 Python 虚拟环境..."
if [ -d "venv" ]; then
echo "虚拟环境已存在,跳过创建"
else
python3 -m venv venv
fi
echo ""
echo "[4/5] 激活虚拟环境并安装依赖..."
source venv/bin/activate
pip install --upgrade pip
echo ""
echo "安装 Python 依赖包..."
pip install -r requirements.txt
echo ""
echo "[5/5] 验证安装..."
python3 -c "import fitz; print(f'PyMuPDF: {fitz.version}')"
python3 -c "from ultralytics import YOLO; print('Ultralytics: OK')"
python3 -c "from paddleocr import PaddleOCR; print('PaddleOCR: OK')"
echo ""
echo "=========================================="
echo "安装完成!"
echo "=========================================="
echo ""
echo "使用方法:"
echo " 1. 激活虚拟环境: source venv/bin/activate"
echo " 2. 运行自动标注: python -m src.cli.autolabel --help"
echo " 3. 训练模型: python -m src.cli.train --help"
echo " 4. 推理: python -m src.cli.infer --help"
echo ""
# 检查 GPU
echo "检查 GPU 支持..."
if command -v nvidia-smi &> /dev/null; then
echo "检测到 NVIDIA GPU:"
nvidia-smi --query-gpu=name,memory.total --format=csv,noheader
echo ""
echo "提示: 运行以下命令启用 GPU 加速:"
echo " pip install paddlepaddle-gpu"
else
echo "未检测到 GPU将使用 CPU 模式"
fi