In this post, we will explain what ArUco markers are and how to use them for simple augmented reality tasks using OpenCV. ArUco markers have been ...
Augmented Reality using ArUco Markers in OpenCV (C++ / Python)
March 21, 2020 Leave a Comment
Fully Convolutional Image Classification on Arbitrary Sized Image
March 2, 2020 Leave a Comment
In this post, we will learn how to perform image classification on arbitrary sized images without using the computationally expensive sliding window ...
Ensuring Training Reproducibility in PyTorch
January 28, 2020 1 Comment
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, ...
Applications of Foreground-Background separation with Semantic Segmentation
July 23, 2019 1 Comment
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 ...
EfficientNet: Theory + Code
July 2, 2019 Leave a Comment
In this post, we will discuss the paper "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks" At the heart of many computer ...