Posts The following are the links to some of my blogs and reports. Mixture of Experts for Dummies 07 December 2023 Understanding AugMix 24 July 2023 What is Computational Photography 18 January 2022 The Math of Photoshop Blend Modes 09 November 2021 Why model decay using the exponential function? 14 September 2021 A Brief Introduction to Do-Calculus 10 August 2021 Studying Causality: The good, the bad, and the ugly. 28 April 2021 What do we mean when we talk about Causal Inference? 12 April 2021 The complete index of all my blogs/tutorials on various topics is listed here. Please note that the blogs published on other websites such as PyImageSearch or keras.io/examples/ belong to the respective websites and should be cited properly when needed. Index Paper Breakdowns DETR Breakdown Part 1 DETR Breakdown Part 2 DETR Breakdown Part 3 JAX Guide Learning JAX in 2023: Part 3 Learning JAX in 2023: Part 2 Learning JAX in 2023: Part 1 Causal Analysis What do we mean when we talk about Causal Inference Studying Causality: The good, the bad, and the ugly A Brief Introduction to Do-Calculus Computer Vision Focal Modulation: A replacement for Self-Attention - Keras Example A Vision Transformer without Attention - Keras Example Neural Style Transfer with AdaIN- Keras Example Breaking down Neural Radiance Fields - Part 1 Breaking down Neural Radiance Fields - Part 2 Breaking down Neural Radiance Fields - Part 3 3D volumetric rendering with NeRF- Keras Example Image Segmentation using Whale Optimization Algorithm Image Compression using SVD Face Swapping using OpenCV Creating a Potrait mode with Open CV A brief history of Edge Detection Denoising images the Matlab Way NLP Introduction to RNNs with TensorFlow and Keras Long Short-Term Memory Networks Neural Machine Translation Neural Machine Translation with Bahdanau’s Attention Using TensorFlow and Keras Neural Machine Translation with Luong’s Attention Using TensorFlow and Keras A Deep Dive into Transformers with TensorFlow and Keras: Part 3 A Deep Dive into Transformers with TensorFlow and Keras: Part 2 A Deep Dive into Transformers with TensorFlow and Keras: Part 1 Math Stuff The Math of Photoshop Blend Modes Why model decay using the exponential function? Hitchhiker’s Guide to… What is Keras Core? A Hello World to Deep Learning in Matlab Automatic Differentiation Part 1: Understanding the Math Automatic Differentiation Part 2: Implementation Using Micrograd