Recent Posts

Accelerate Convolution with Img2Col

2 minute read

Recall convolution operation, where we add each element of the feature matrix to its local neighbours, weighted by the kernel. An illustration is at this web...

Git, Explained

3 minute read

This blog introduces Git workflow, and how to use it for source code management. Put it simply, Git enables version control between multiple programmers to w...

Object Localization using ROS and AprilTag

2 minute read

This blog introduces how to employ AprilTag markers for localizing a target in 3-D space. This benefits tasks such as navigation, robot control, and augmenta...