Document Classification, Detail Extraction and Processing

• Classified documents esp. invoices into types using OCR. Extended Chargrid model to Japanese language and additional field detection.
• Reduced model’s training, inference time and increased accuracy of character detection.
• Experimented on using named entity recognition for extracting single-word fields in place of annotated approach.
• Automated sales data entry from documents and cross-validation of sales and purchase related documents.