Understanding Memory Mapping in Numpy for Deep Learning: Pt 2
Photo by Heliberto Arias on Unsplash In the previous article, we demonstrated the benefits and ease with which someone could…
Understanding Memory Mapping in Numpy for Deep Learning: Pt 1
Photo by Ian Talmacs on Unsplash In the previous article, we discussed the possibility of having memory constraints when trying…
Revolutionizing Healthcare Using Machine Learning
Photo by National Cancer Institute on Unsplash Machine learning has recently been a game-changer in healthcare and medical diagnosis. Machine…
AI Emotion Recognition Using Computer Vision
Photo by Andrea Piacquadio: https://www.pexels.com/photo/collage-photo-of-woman-3812743/ Computer vision is one of the most widely used and evolving fields of AI. It…
Image Augmentation for Computer Vision Tasks Using PyTorch
Source: https://unsplash.com/photos/-f8ssjFhD1k Data augmentation is the process of transforming training data to introduce randomness. This strategy is common for computer…
Resampling to Properly Handle Imbalanced Datasets in Machine Learning
Photo by Martin Sanchez on Unsplash Often in machine learning, and specifically with classification problems, we encounter imbalanced datasets. This…
RoBERTa: A Modified BERT Model for NLP
Photo by Fatos Bytyqi on Unsplash Introduction Did you know that in the past, computers struggled to understand human languages?…