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GitHub / himanshumahajan138 / Similar_Document_Template_Matching_Algorithm_Flask
This system utilizes Optical Character Recognition (OCR) extracts text, while computer vision techniques map document layout. Then, SIFT (Scale-Invariant Feature Transform) cleverly matches documents to pre-defined templates, even with variations. This intelligent matching helps identify potential fraud for further investigation.
Stars: 2
Forks: 0
Open Issues: 0
License: None
Language: Python
Repo Size: 171 MB
Dependencies:
7
Created: 19 days ago
Updated: 12 days ago
Last pushed: 12 days ago
Last synced: 11 days ago
Topics: algorithm, automation, document-matching, flask, fraud-detection, machienlearning, nlp-machine-learning, ocr-recognition, opencv, python, similar-document, similar-document-template-matching-algorithm, similarity-score, template, template-matching
Files
Dependencies
- Flask ==3.0.3
- Pillow ==10.3.0
- easyocr ==1.7.1
- numpy ==1.26.4
- opencv_contrib_python ==4.9.0.80
- opencv_python ==4.9.0.80
- opencv_python_headless ==4.9.0.80