Published inPython in Plain EnglishKnowledge Distillation — How Networks Can TeachAn introduction to teacher-student modelsDec 28, 2024Dec 28, 2024
Paper Review: Bootstrap Your Own Latent (BYOL)A New Approach to Self-Supervised LearningNov 29, 2024Nov 29, 2024
Published inPython 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 28, 2024Oct 28, 2024
Published inPython in Plain EnglishSelf-Supervised Learning for Visual RepresentationHow we can improve our models by using unlabeled data.Sep 28, 2024Sep 28, 2024
Published inPython in Plain EnglishVisual Transformer (ViT)An introduction to the Visual Transformer architecture, its main ideas and implementation. Aug 30, 2024Aug 30, 2024
From Attention to Self-Attention and Transformers — a Mathematical IntroductionA formal introduction to the mathematics behind attention and self-attention mechanismJul 26, 2024Jul 26, 2024
Attention — What is It and How It WorksExploring the inner workings of attention mechanisms in deep learningJun 26, 2024Jun 26, 2024
Published inPython in Plain EnglishIntroduction to Torch MetricsTrack your metrics while training a deep learning model using the TorchMetrics library.Apr 26, 2024Apr 26, 2024
Published inPython 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 31, 2024Mar 31, 2024
10 More Tips and Tricks for PandasTen quick and useful tips and tricks for PandasFeb 24, 2024Feb 24, 2024
