In this post, we will explain the image formation from a geometrical point of view. Specifically, we will cover the math behind how a point in 3D ...
Ensuring Training Reproducibility in PyTorch
Imagine you trained a deep learning model on some dataset. A few days later, you want to reproduce the same experiment, but if you were not careful, ...
Gaze Tracking
https://youtu.be/-lmc2-podgQ In today's post, we are covering the topic of Gaze Estimation and Tracking. I was invited to give a talk on the ...
Simple Background Estimation in Videos using OpenCV (C++/Python)
In many computer vision applications, the processing power at your disposal is low. In such cases, we have to use simple, yet effective techniques. ...
Applications of Foreground-Background separation with Semantic Segmentation
In our previous post, we learned what is semantic segmentation and how to use DeepLab v3 in PyTorch to get an RGB mask of the detected labels within ...