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Prototyping YOLO -First step towards computer vision
Prototyping YOLO -First step towards computer vision
In this post, I will try to walk through all the key steps in YOLO. But the main emphasis is upon building input data (images) and target…
Munesh Lakhey
Apr 2, 2020
Transformer Demystified|Break your Attention and build it back
Transformer Demystified|Break your Attention and build it back
Get familiar with ideas and operations that goes into Attention mechanism and Transformer as a whole. Build a prototype from scratch and…
Munesh Lakhey
Dec 8, 2019
Recurrent Neural Networks 101
Recurrent Neural Networks 101
This post is about understanding RNN architecture, math involved and mechanics of backpropagation through time. Build a simple prototype…
Munesh Lakhey
Oct 17, 2019
Face Recognition made easy|Nuts and Bolts of Face Recognition
Face Recognition made easy|Nuts and Bolts of Face Recognition
This post is an illustrative guide to understand all aspects of face recognition. We will see how Face recognition solves one-shot…
Munesh Lakhey
Jul 10, 2019
Word2Vec -Negative Sampling made easy
Word2Vec -Negative Sampling made easy
This is my second post on Word2Vec. The previous article was about the probabilistic model explaining the mechanics of embedding and…
Munesh Lakhey
May 26, 2019
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