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Machine Learning

LexifAI - Custom AI OCR Chatbot

AIOCRComputer VisionFlutterMachine Learning
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About this Project

Developed LexifAI, a custom AI-powered document analysis engine featuring advanced OCR technology and intelligent text processing. This comprehensive system combines computer vision, natural language processing, and machine learning to extract, analyze, and provide insights from various document types with high accuracy and speed.

Highlights
01

Reads almost anything

PDFs, photos, and screenshots go in, clean text comes out, with better than 95% accuracy on real documents.

02

Ask instead of searching

Instead of scrolling through a document, you ask a question and the chatbot answers from the extracted text.

03

Built from scratch

The OCR engine and language pipeline are custom built, not a wrapper around an off-the-shelf service.

04

Made for mobile

The whole engine is optimized to run inside a mobile app, processing documents in real time on the go.

The challenge

Document photos are messy, with shadows, angles, and low light. Getting accuracy above 95% took heavy preprocessing work, from perspective correction to adaptive thresholding, before the text even reaches the recognition model.

The outcome

LexifAI became the document brain of NOTEorious and a standalone showcase of applied machine learning, from raw pixels to a useful answer.

Project Details

Category

Machine Learning

Completed

May 8, 2025