Fiftheye AI

FifthEye is an AI-assisted grading system designed for evaluating handwritten and descriptive university exam scripts using structured marking rubrics.

The platform combines computer vision and language models to analyze uploaded answer sheets and generate criterion-level scoring aligned with instructor-defined grading schemes. Users can upload multiple answer images, merge them into a single script, and apply customizable rubrics tailored to course or institutional requirements.

The system produces structured evaluation reports that include mark breakdowns and explanatory feedback. Batch processing is supported for handling large volumes of scripts, and a built-in ledger stores results with options for score normalization and CSV export.

FifthEye is designed to support a human-in-the-loop workflow, allowing instructors to review and adjust AI-generated evaluations before finalizing grades. It is intended for descriptive and theory-based assessments commonly used in higher education environments.