ForeverYoung

Recent Posts

• Data Visualization with Hand-Drawn/Sketchy Style

  18 Apr, 2022

  A survey of tools for creating hand-drawn/sketchy style data visualizations: rough.js, draw.io, matplotlib xkcd, chart.xkcd, and cutecharts.

• Model Size vs. Inference Speed in Deep Learning

  4 Mar, 2022

  An examination of how FLOPs, parameter count, memory access volume, and memory footprint affect inference speed, with practical network design recommendations for different hardware platforms.

• Learning Strategies for Patch-Based Local Descriptors

  27 Feb, 2022

  A survey of data processing and training strategies for learned image local descriptors, focusing on what distinguishes different approaches to patch-based learning.

• pybind11: Python Bindings for C++/CUDA Code

  19 Sep, 2020

  Using pybind11 to create Python bindings for C++/CUDA code, with zero-copy conversion between numpy/torch tensors and Eigen/cv::Mat.

• Numba: Accelerating Python Code with Simple Decorators

  3 Jul, 2020

  An introduction to using numba's decorators for just-in-time compilation to speed up Python functions — easy to use, flexible, and effective.