Problem
Image-based records often require manual comparison, correction, and data entry.
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Machine Learning
Computer Vision Platform
The Computer Vision Platform processes images, matches records, allows users to review results, and exports structured data.
Solution
The application processes image batches, presents matching results, allows corrections, and supports CSV export.
Role
My Role
I developed the user interface, backend API, database workflow, record-matching interface, and export feature.
Features
Main Features
- Image upload and processing
- Batch record matching
- Editable result tables
- Review modal
- CSV export
- Database storage
Stack
Technologies Used
PythonStreamlitFastAPISQLiteComputer VisionPandas
Challenges
Challenges Faced
- Presenting large matching results clearly
- Allowing edits without losing processed data
- Creating a simple batch-processing workflow
Results & Impact
The platform made image-processing results easier to review, correct, and export.