Human Pose Estimation — 2023 guide
Human Pose Estimation — 2023 guideLet’s dive into this challenging but interesting field widely used in sports and gamingPhoto by Andrey Zvyagintsev on UnsplashWhat is Human Pose Estimation?Human pose estimation is a popular computer vision task with more than 20 years of history. This domain focuses on localizing human body joints (e.g., knees and wrists),
Read moreFrom Data to Dashboard: Visualizing NBA Player Stats With Dash
Build a simple interactive analytics web app using the 2022–2023 NBA Player Stats dataset and Dash framework for PythonPhoto by Markus Spiske on UnsplashWhat About Dash?Throughout my Ph.D., I’ve grown into a great enthusiast of the Dash framework for Python. In the world of data analysis and visualization, Dash is becoming increasingly popular
Read moreDecoupling a core service from your monolith the right way
Our monolith problem at WeTransferContinue reading on Better Programming »
Read morePotential Impacts of Large Language Models on Engineering Management
How will LLMs can impact the day-to-day work of Engineering Managers and long-term changes.Credit: AuthorEveryone is talking about AI and Large Language Models (i.e GPT), and how they are reshaping the roles of software engineers, designers, customer support, and more. The narrative seems to overlook the impact of AI on
Read moreA Keyframe-style Learning Rate Scheduler for PyTorch
When it comes to defining learning rate schedules in PyTorch, you have plenty of options. 15 different scheduler classes, to be exact.Continue reading on Better Programming »
Read moreHow Teams Spend Their Time
When teams build software and run it in production they need to divide their time between these responsibilities. How teams spend their time is a good indicator of team and system health. Most teams overestimate their capacity for feature development, causing tech debt to grow. Monitoring how time is spent
Read morePainless WebGPU Programming with taichi.js
As a computer graphics and programming languages geek, I am delighted to have found myself working on several GPU compilers in the past 2 years.This began in 2021 when I started to contribute to taichi, a Python library that compiles Python functions into GPU kernels in CUDA, Metal, or Vulkan. Later
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