ChartWizard
The ChartWizard allows ARO to process image-based market data and integrate it with structured numerical and textual insights. By leveraging computer vision and OCR (Optical Character Recognition), this tool enables technical analysis on chart screenshots, blockchain visualizations, and other graphical data representations.
Features
Chart Pattern Recognition – Detects candlestick formations, trend lines, moving averages, and resistance levels.
Blockchain Visualization Analysis – Extracts transaction flow data from blockchain explorer screenshots.
Optical Character Recognition (OCR) – Reads and processes numerical/textual data from dashboards and reports.
Pattern Detection – Identifies head-and-shoulders, double tops, flags, and other trading signals.
Cross-Modality Fusion – Combines insights from charts and API-based financial/on-chain metrics.
Technical Overview
The ChartWizard operates using a pipeline of image preprocessing, feature extraction, and AI-based reasoning:
Preprocessing:
Image resizing and noise reduction for optimal OCR and model detection.
Conversion of visual elements into structured datasets.
Feature Extraction:
Uses CNN-based models (e.g., YOLO, OpenCV-based analysis) for pattern detection.
Employs Tesseract OCR or equivalent frameworks for textual extraction.
AI-Powered Reasoning:
Extracted data is interpreted using ARO’s LLM-backed processing.
Merges visual findings with Coingecko API, on-chain metrics, and sentiment analysis tools.
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