In today's post, we are covering the topic of Gaze Estimation and Tracking. I was invited to give a talk on the subject at a workshop on Eye Tracking for AR and VR organized by Facebook Research ...
Gaze Tracking
November 19, 2019 19 Comments
Latest From the Blog
Simple Background Estimation in Videos using OpenCV (C++/Python)
August 27, 2019 4 Comments
In many computer vision applications, the processing power at your disposal is low. In such cases, we have to use simple, yet effective techniques. In this post, we will cover one such technique ...
Applications of Foreground-Background separation with Semantic Segmentation
July 23, 2019 3 Comments
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 an image. Recall that semantic segmentation is ...
EfficientNet: Theory + Code
July 2, 2019 1 Comment
In this post, we will discuss the paper "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks" At the heart of many computer vision tasks like image classification, object ...
Mask RCNN Pytorch – Instance Segmentation
June 25, 2019 6 Comments
In this post, we will discuss the theory behind Mask RCNN Pytorch and how to use the pre-trained Mask R-CNN model in PyTorch. This post is part of our series on PyTorch for Beginners. 1. ...
Faster R-CNN Object Detection with PyTorch
June 18, 2019 5 Comments
1. Image Classification vs. Object Detection Image Classification is a problem where we assign a class label to an input image. For example, given an input image of a cat, the output of an image ...
