Alex K.

Blog author

Posts in March 2024

Counting Exercise Reps with YOLOv8, PyTorch, and NVIDIA CUDA

What? In the world of fitness and personal training, keeping track of exercise repetitions is crucial for tracking progress, setting goals, and ensuring proper form. While manually counting reps can be tedious and error-prone, modern computer vision techniques offer a more accurate and convenient solution. On top of that, there's a huge value in processing historical data (time series analysis),
ML CV Python YOLO

Installing CUDA and TensorRT on Windows 11 for GPU-Accelerated Pose Estimation

If you're a computer vision enthusiast or a deep learning practitioner working on pose estimation tasks, you'll know that leveraging the power of GPUs can significantly accelerate your computations. However, setting up the required software stack can be a daunting task, especially on Windows machines. In this post, we'll walk through the steps to install CUDA Toolkit, cuDNN and TensorRT on a
Windows ML CV NVIDIA CUDA