Challenge
Manual analysis and interpretation of graph data can be time consuming, prone to errors and require specialized expertise. Existing methods rely on manual data extraction which can lead to inaccuracies and inefficiencies​.
Our Solution
AI Powered Graph data analysis and Insights. ​
Core Pipeline Flow​
Document Input → Chart Detection → Classification → Information Extraction → VLM Processing → JSON Output
Features
- Document Processing Module​
- Chart Detection Module​
- Classification System​
- Data Extraction Algorithm​
- Vision Language Model Integration
Benefits
Financial reviews made easy. Improved efficiency, Enhance accuracy, Provide insights ​
Tech Stack
YOLOv8 | Pix2Struct | Tesseract | EasyOCR | OpenCV | Hough Transform | AWS S3 | FastAPI | EKS | RGB Pixel ​
