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Apr 24

Ray Tracing from Scratch — Advanced 3D Image Data Augmentation in Python

Ray tracing is a 3D rendering technique commonly known from computer games. However, a simple 3D rendering algorithm may also be useful to improve generalization power if applied to problems in Computer Vision using Deep Learning, for example see DeTone et al. (2016): Deep Image Homography Estimation. In this article…

Data Augmentation

7 min read

Ray Tracing from Scratch — Advanced 3D Image Data Augmentation in Python
Ray Tracing from Scratch — Advanced 3D Image Data Augmentation in Python

Mar 6, 2021

Parameter Estimation for Latent Dirichlet Allocation explained with Collapsed Gibbs Sampling in Python

Latent Dirichlet Allocation (LDA), first published in Blei et al. (2003) is one of the most popular topic modeling approaches today. LDA is a simple and easy to understand model based on a generative process. However, the estimation of its parameters is not as simple. Blei et al. (2003) propose…

Topic Modeling

12 min read

Parameter Estimation for Latent Dirichlet Allocation explained with Collapsed Gibbs Sampling in…
Parameter Estimation for Latent Dirichlet Allocation explained with Collapsed Gibbs Sampling in…
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Chris

Data Scientist with focus Natural Language Processing.

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