Recent Posts

Kalman Filters - A Quick Introduction

Sharpness-Aware Minimization (SAM) - A Quick Introduction

Model Predictive Path Integral (MPPI) - A Quick Introduction

The Reparameterization Trick - Clearly Explained

Model-based vs. Model-free Reinforcement Learning - Clearly Explained

Q-Learning and SARSA in RL - Similarities and Differences Explained

Importance Sampling - Clearly Explained

Proximal Policy Optimization (PPO) - Explained

Transformers: A Quick Explanation with Code

Trust Region Policy Optimization (TRPO) - A Quick Introduction

REINFORCE - A Quick Introduction (with Code)

Actor-Critic Methods - A Quick Introduction (with Code)

Monte Carlo Tree Search - A Quick Introduction (with Code)

Policy Gradient - A Quick Introduction (with Code)

Dueling Networks - A Quick Introduction (with Code)

Double Deep Q-Networks (DDQN) - A Quick Intro (with Code)

Deep Q-Networks (DQN) - A Quick Introduction (with Code)

Q-learning - A Quick Introduction (with Code)

Custom Image Classifier with PyTorch - A Step-by-Step Guide

ColorRL for E2E Instance Segmentation: A Quick Overview

Reinforcement Cutting-Agent Learning for VOS - A Quick Overview
SeedNet for Interactive Segmentation - A Quick Overview

PARSeq for Scene Text Recognition: A Quick Overview

How to learn PyTorch for Free! - A Step-by-step Guide

Train a Custom OCR Model with DPAN (with Code)

SOTA in Scene Text Recognition 2022: A Quick Overview

Train a Custom OCR Model with CDistNet (with Code)

Train a Custom OCR Model with PARSeq (with Code)

Building a device for navigating in 3D!

Easy to Build Autonomous Robot Car (with Code)

Project Real Images with StyleGAN2

NT-Xent Loss - A Quick Overview

My Internship Experience at H2O.ai

How to Read MNIST Images in Java

GSoC: Tips for Getting Selected
