How to process images and analyze charts with AI –
In this article, we will explore the use of AI technology to handle images and analyze charts. Sometimes, there is a need to extract text from images and store it in a database such as SQL Server. One tool that can assist with this task is ChatGPT, a powerful AI model designed for text generation.
If you are unfamiliar with ChatGPT, you can refer to my previous article on ChatGPT in SQL Server - Practical examples. To get started, visit the ChatGPT website and create an account if you don't already have one.
Handling Text Extraction from Images
Using ChatGPT, we can perform Optical Character Recognition (OCR) on images to extract text. OCR technology scans images for patterns resembling letters, numbers, or symbols, and translates them into readable text. By uploading an image to ChatGPT, you can analyze the content and retrieve text information.
For example, by uploading an image containing the text "ROAD CLOSED," ChatGPT can generate SQL queries to insert this text into a database table. Similarly, images with handwritten text can also be processed efficiently.
Creating SQL Tables and Inserting Text
If you have SQL Server installed, you can create tables to store extracted text. For instance, you can generate T-SQL code to create a table named "comments" with columns for auto-generated numeric IDs and text descriptions.
Furthermore, by leveraging OCR capabilities, you can extract text from images and generate T-SQL queries to insert this text into the designated tables. ChatGPT can provide the necessary code to populate the tables accurately.
Analyzing Charts and Extracting Data
Charts and graphs can also be analyzed using AI technology. By uploading charts, ChatGPT can extract valuable data points such as coordinates, prices, market cap, and trading volumes. This information can be inserted into SQL tables for further analysis.
In some cases, extracting data from complex charts may present challenges, but AI tools like ChatGPT continue to improve and enhance their capabilities over time.
Understanding Cryptocurrency Charts
For instance, when analyzing a cryptocurrency chart like Bitcoin (BTC) from CoinMarketCap, ChatGPT can interpret the price movements, market capitalization, trading volumes, and supply details. By breaking down the chart elements, ChatGPT offers insights into various cryptocurrency metrics.
Overall, leveraging AI technologies for image processing and chart analysis can streamline data extraction and enhance decision-making processes. As AI models evolve, their ability to interpret complex visual data will continue to grow, opening up new possibilities for data-driven insights.
