Automated Text Extraction and Classification from Images using Multi-Layer Perceptron(MLP)

This research paper presents a comprehensive approach for extracting and classifying text from images using computer vision and deep learning techniques. We demonstrate a step-by-step process of preprocessing, text extraction, and classification with a Multi-Layer Perceptron(MLP). The proposed method is evaluated on a dataset of player images having different kill counts and shows promising results using bounding box algorithm in automated text extraction and classification. © 2024 IEEE.