DZinPython in Plain EnglishIntroduction to TensorRTDeep Learning is a great tool that is incredibly successful in many tasks including vision and natural language tasks. While the model’s…Oct 28Oct 28
DZinPython in Plain EnglishSelf-Supervised Learning for Visual RepresentationHow we can improve our models by using unlabeled data.Sep 28Sep 28
DZinPython in Plain EnglishVisual Transformer (ViT)An introduction to the Visual Transformer architecture, its main ideas and implementation. Aug 30Aug 30
DZFrom Attention to Self-Attention and Transformers — a Mathematical IntroductionA formal introduction to the mathematics behind attention and self-attention mechanismJul 26Jul 26
DZAttention — What is It and How It WorksExploring the inner workings of attention mechanisms in deep learningJun 26Jun 26
DZinPython in Plain EnglishIntroduction to Torch MetricsTrack your metrics while training a deep learning model using the TorchMetrics library.Apr 26Apr 26
DZinPython in Plain EnglishObject Tracking Using Particle FilterWhile there are many algorithms for object tracking, including newer deep learning-based ones, the particle filter is still an interesting…Mar 31Mar 31
DZinPython in Plain EnglishTorchVision Transforms V2 — an Updated Library for Image AugmentationWith the Pytorch 2.0 version, torchvision 0.15 also released and brought an updated and extended API for the Transforms module.Jan 12Jan 12
DZinPython in Plain EnglishTransfer Learning with YOLOv8 — a Case StudyIn this post, we will look at a case study where we aim to use YOLOv8 to detect white blood cells in images.Dec 23, 20231Dec 23, 20231
