mihajlo-ostojic's repositories
attention-is-all-you-need-transformer-implementation-pytorch
This project is an implementation of the transformer model introduced in the research paper "Attention is All You Need".
company-card-image-reading-OCR-with-pytesseract-opencv
Computer vision project that focuses on reading business card images and extracting relevant information using Optical Character Recognition (OCR) techniques. The project uses the Python programming language and several popular libraries for image processing, including PyTesseract and OpenCV.
facial-emotion-recognition-with-HOG-neural-networks
This project aims to recognize facial emotions using machine learning techniques. The input images are preprocessed using Histogram of Gradients (HoG) feature extraction technique to extract facial features. The extracted features are then fed into a neural network for classification of facial emotions.
image-classification-with-cnn-fashionMnist-pytorch
This project uses Convolutional Neural Networks (CNN) and PyTorch to perform image classification on the Fashion-MNIST dataset.
ML-code-smell-detection-with-active-learning
This project uses machine learning models to detect code smells in software projects, with an active learning technique to improve model performance.
visual-transformer-paper-replication-with-pytorch
This repository contains code for implementing the Visual Transformer (ViT) model introduced in the research paper "An Image is worth 16x16 words". The model in implemented with pytorch.