Invoice-Recognition

Extract invoice information from images and PDF files using Baidu OCR API, export to Excel. Supports single file, multiple files, or entire directory processing. Use when the user mentions invoices, invoice recognition, extracting invoice data, processing receipts, converting invoices to Excel, or batch processing invoice files.

Invoice Extractor

Extract invoice information from images (PNG, JPG) and PDF files, then export to Excel format.

Capabilities

• Multi-format support: PNG, JPG, JPEG, BMP, TIFF, PDF
• High accuracy: Uses Baidu OCR API specialized for invoice recognition
• Complete fields: Extracts all invoice fields including buyer/seller info, amounts, items
• Excel export: Formatted Excel output with summary and detail sheets
• Flexible input: Single file, multiple files, or entire directory processing
• Batch processing: Process hundreds of invoices in one command
• Preview mode: List files before processing

Prerequisites

1. Baidu Cloud OCR API credentials (free tier: 50,000 requests/day)
2. Python environment with required packages

Quick Start

1. Setup Baidu OCR

Get API credentials from https://cloud.baidu.com/product/ocr:

1. Register/login to Baidu Cloud
2. Create an application
3. Get API Key and Secret Key

2. Configure

Create config.txt in the project root:

text

BAIDU_API_KEY=your_api_key_here
BAIDU_SECRET_KEY=your_secret_key_here

Or run the setup wizard:

bash

python main_baidu.py --setup

3. Run

Process a single file:

bash

python main_baidu.py -f invoice.pdf

Process multiple files:

bash

python main_baidu.py -f invoice1.pdf -f invoice2.png

Process entire directory:

bash

python main_baidu.py -i ./fp

Mixed mode (directory + extra files):

bash

python main_baidu.py -i ./fp -f extra_invoice.pdf

Output will be saved to output/ directory as Excel file.

Workflow

text

Task Progress:
- [ ] Check prerequisites (Baidu API credentials)
- [ ] Choose input method (single file / multiple files / directory)
- [ ] Scan and collect invoice files
- [ ] Preview files (optional with --list)
- [ ] Process each file with Baidu OCR
- [ ] Parse invoice fields
- [ ] Export to Excel
- [ ] Verify output

Input Methods

Single File

Process one specific invoice file:

bash

python main_baidu.py -f invoice.pdf
python main_baidu.py -f "path/to/invoice.png"

Multiple Files

Process several specific files:

bash

python main_baidu.py -f file1.pdf -f file2.png -f file3.jpg

Entire Directory

Process all invoice files in a directory (recursive):

bash

python main_baidu.py -i ./my_invoices
python main_baidu.py -i "/path/to/invoice/folder"

Mixed Mode

Combine directory and individual files:

bash

python main_baidu.py -i ./fp -f ./extra/invoice.pdf

Preview Mode

List files without processing:

bash

python main_baidu.py -i ./fp --list

Extracted Fields

Basic Information

• Invoice code (发票代码)
• Invoice number (发票号码)
• Invoice date (开票日期)
• Invoice type (发票类型)

Buyer Information

• Name (购买方名称)
• Tax number (纳税人识别号)
• Address and phone (地址电话)
• Bank account (开户行及账号)

Seller Information

• Name (销售方名称)
• Tax number (纳税人识别号)
• Address and phone (地址电话)
• Bank account (开户行及账号)

Amounts

• Total amount (合计金额)
• Total tax (合计税额)
• Amount with tax (价税合计)

Items

• Product name (货物名称)
• Specification (规格型号)
• Unit (单位)
• Quantity (数量)
• Unit price (单价)
• Amount (金额)
• Tax rate (税率)
• Tax amount (税额)

Command Line Options

bash

python main_baidu.py [options]

Input Options:
  -f FILE, --file FILE     Specify invoice file (can be used multiple times)
  -i DIR, --input DIR      Input directory (default: fp)

Output Options:
  -o DIR, --output DIR     Output directory (default: output)
  -n NAME, --name NAME     Output filename prefix (default: 发票信息)

Authentication Options:
  --api-key KEY            Baidu API Key
  --secret-key KEY         Baidu Secret Key

Other Options:
  --setup                  Run configuration wizard
  --list                   List files to be processed without processing
  -h, --help              Show help

Usage Examples

Example 1: Single File

bash

python main_baidu.py -f "invoice.pdf"

Example 2: Multiple Files

bash

python main_baidu.py -f "1.pdf" -f "2.png" -f "3.jpg"

Example 3: Entire Directory

bash

python main_baidu.py -i "./2024_invoices"

Example 4: Preview Before Processing

bash

python main_baidu.py -i ./fp --list
# Then process:
python main_baidu.py -i ./fp

Example 5: Mixed Input

bash

python main_baidu.py -i ./fp -f ./urgent/invoice.pdf -o ./output -n "March_2024"

Example 6: Custom Output

bash

python main_baidu.py -i ./fp -o ./reports -n "Q1_Invoice_Summary"

Project Structure

text

.
├── fp/                      # Place invoice files here
├── output/                  # Excel output directory
├── src/
│   ├── main_baidu.py       # Main entry point
│   ├── baidu_ocr_extractor.py  # Baidu OCR wrapper
│   ├── invoice_model.py    # Data models
│   ├── excel_exporter.py   # Excel export
│   └── config.py           # Configuration
├── scripts/                 # Utility scripts
│   ├── batch_process.py    # Batch processing helper
│   └── verify_export.py    # Verify Excel export
├── config.txt              # API credentials
├── requirements.txt        # Dependencies
├── SKILL.md                # This file
├── setup.md                # Detailed setup guide
└── examples.md             # Usage examples

Utility Scripts

Batch Processing Helper

bash

python scripts/batch_process.py /path/to/invoices

Verify Export

bash

python scripts/verify_export.py output/invoice_info.xlsx

Error Handling

Common issues and solutions:

"Baidu OCR authentication failed"

• Check API Key and Secret Key in config.txt
• Verify credentials are correct in Baidu Cloud console

"No invoice files found"

• Ensure files are in the specified directory
• Check file formats (supported: png, jpg, jpeg, bmp, tiff, pdf)
• Use --list to see what files are detected

"Image format error"

• PDF files are automatically converted to images
• Ensure PDF is not corrupted or password-protected

"File not found"

• Check file path is correct
• Use quotes for paths with spaces: "path/to/file name.pdf"

Advanced Usage

Environment Variables

Set credentials via environment:

bash

export BAIDU_API_KEY="your_key"
export BAIDU_SECRET_KEY="your_secret"

Batch Processing Script

Create a script for monthly processing:

bash

#!/bin/bash
MONTH=$(date +%Y%m)
python main_baidu.py \
  -i "/invoices/$MONTH" \
  -o "/reports/$MONTH" \
  -n "Invoice_Report_$MONTH"

Additional Resources

• For detailed setup instructions, see setup.md
• For more examples, see examples.md
• For API documentation, visit https://cloud.baidu.com/doc/OCR/index.html