Latest posts
#003 Advanced Computer Vision – Multi-Task Cascaded Convolutional Networks
By Rachit Narang
/ 25.10.2021
Highlights: Face detection and alignment are correlated problems. Change in various poses, illuminations, and occlusions in unrestrained environments can make...
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#015 PyTorch – Building A Smile Detector with PyTorch
By Rachit Narang
/ 18.10.2021
Highlights: People spend a lifetime in the pursuit of happiness. Fortunately, intelligent machines can, today, detect happiness or smiles within...
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#002 Advanced Computer Vision – Motion Estimation With Optical Flow
By Rachit Narang
/ 12.10.2021
Highlights: Techniques like Object Detection have enabled computers of today to detect object instances easily. However, tracking the motion of...
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#010 Linear Algebra – Linear least squares
By Strahinja Zivkovic
/ 12.07.2021
Highlight: Linear least squares is a very powerful algorithm to find the approximate solutions of overdetermined linear systems of linear...
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#011 Linear Algebra – Nonlinear Least Squares
By Strahinja Zivkovic
/ 11.07.2021
Highlights: In the real-world scenario, models don't produce linear graphs that often. Most of the time the equation of the...
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#001 Advanced Computer Vision – Introduction to Direct Visual Tracking
By Strahinja Zivkovic
/ 17.06.2021
Highlights: In this post, we will review some simple tracking methods. First, we will introduce several types of visual tracking...
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#014 Calculating Sparse Optical flow using Lucas Kanade method
By datahacker.rs
/ 31.05.2021
Highlights: In this post, we will show how we can detect moving objects in a video using the Lucas Kanade...
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#011 Pytorch – RNN with PyTorch
By Strahinja Zivkovic
/ 29.04.2021
Highlights: In this post, we will give a brief overview of Recurrent Neural Networks. Along with the basic understanding of...
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#010 PyTorch – Artificial Neural Network with Perceprton on CIFAR10 using PyTorch
By Strahinja Zivkovic
/ 10.02.2021
Highlights: Hello everyone. In this post, we will demonstrate how to build the Fully Connected Neural Network with a Multilayer...
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#007 PyTorch – Linear Classifiers in PyTorch – Experiments and Intuition
By Strahinja Zivkovic
/ 09.02.2021
Highlights: In the field of machine learning, the goal of classification is to use characteristics of an object to identify...
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