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Releases: fiqihfathor/financial_document_classification

Initial Stable Release

05 Jan 10:07
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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