# Stock Chart Pattern recognition with Deep Learning

arXiv: https://arxiv.org/abs/1808.00418 · HTML: https://mlsanity.com/paper/1808.00418/

## Key facts

- Cited by 3 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 1 Aug 2018.

## Built on by (most cited first, 3 of 3)

- [BIRP: Bitcoin Information Retrieval Prediction Model Based on Multimodal Pattern Matching](https://mlsanity.com/paper/2308.08558/) (2023)
- [Investigating Market Strength Prediction with CNNs on Candlestick Chart Images](https://mlsanity.com/paper/2501.12239/) (2025)
- [Exploring Diffusion Models for Generative Forecasting of Financial Charts](https://mlsanity.com/paper/2509.02308/) (2025)

## Abstract (arXiv)

This study evaluates the performances of CNN and LSTM for recognizing common charts patterns in a stock historical data. It presents two common patterns, the method used to build the training set, the neural networks architectures and the accuracies obtained.