Skip to content

Show & Tell: ChartScanAI - Using YOLOv8 for financial chart pattern detection #24880

Description

@xiaohoumin3-alt

Hi Ultralytics team,

I'm using YOLOv8 for an interesting use case: detecting Buy/Sell patterns on financial candlestick charts.

The system:

  1. Generates candlestick charts from MT5 data
  2. Runs YOLOv8 to detect trading signals
  3. Aggregates across 5 timeframes (M5-M4)
  4. Auto-posts results to Telegram

GitHub: https://github.com/xiaoumin3-alt/ChartScanAI

This could be useful for traders who want AI-powered chart analysis. The model was fine-tuned on XAUUSD patterns.

Happy to contribute this as a use case example!

Metadata

Metadata

Assignees

No one assigned

    Labels

    detectObject Detection issues, PR'sdocumentationImprovements or additions to documentation

    Type

    No type
    No fields configured for issues without a type.

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions