Essays about: "Bildförbehandling"

Found 2 essays containing the word Bildförbehandling.

1. 1. Automated Image Pre-Processing for Optimized Text Extraction Using Reinforcement Learning and Genetic Algorithms

   University essay from

   Author : Rahmat Rohoullah; Månsson Joakim; [2023]
   Keywords : BRISK; YOLO; Reinforcement learning; Evolutionary algorithm; OCR; Image pre-processing; Computer vision; BRISK; YOLO; Förstärkningslärning; Evolutionär algorithm; OCR; Bildförbehandling; Datorseende;

   Abstract : This project aims to develop an automated image pre-processing chain to extract valuable information from appliance labels before recycling. The primary goal is to improve optical character recognition accuracy by addressing noise issues using reinforcement learning and an evolutionary algorithm. READ MORE

3. 2. Evaluating automatic colour equalization to preprocess dermoscopic images for classification using a CNN

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Niklas Vatn; Julia Byström; [2021]
   Keywords : ;

   Abstract : Skin cancer is one of the most prevalent types of cancer and diagnosing of skin lesions are mostly done by visual inspection by a doctor. Lately, computer- aided diagnosis (CAD) has gained popularity and previous studies have with great results utilized a convolutional neural network (CNN) to classify dermoscopic images of different benign and malignant skin lesions. READ MORE