Releases: fiqihfathor/financial_document_classification
Releases · fiqihfathor/financial_document_classification
Initial Stable Release
Release v0.0.1
Features
- Document Classification: Added a deep learning model for classifying financial document images into predefined categories such as Report, Resume, Letter, and more.
- Efficient Model Architecture: Implemented models like EfficientNet, ResNet, and Vision Transformer (ViT) for superior image classification performance.
- API Integration: Developed a FastAPI-based web service to interact with the document classification model.
Dataset Integration: Integrated a dataset downloader and processor for easy dataset management and preparation for model training. - Error Handling: Added robust error handling and logging with Loguru for easier debugging and monitoring.
- Testing Suite: Introduced unit tests and integration tests to ensure model accuracy and system reliability.
- Version Control: Initial stable release tagged as v0.0.1