/Neural Networks

For Your Eyes Only: Improving Netflix Video Quality With Neural Networks

tl;dr: How can neural networks fit into Netflix video encoding? (1) Video preprocessing, which encompasses any transformation applied to the high-quality source video prior to encoding. (2) Video encoding using a conventional video codec. Encoding drastically reduces the amount of video data that needs to be streamed to your device, by leveraging spatial and temporal redundancies that exist in a video.

featured in #373

Neural Network From Scratch

- Simon Hørup Eskildsen tl;dr: A mental model for how a neural network works by building one from scratch. "The hardest part is acquiring the conceptual understanding of a system to come up with an equation for its performance."

featured in #282

Creating And Morphing Lego Faces With Neural Networks

- Ivan Echevarria tl;dr: Ivan compiled a new data set for his model to train on: 3800 images of Lego faces. "The end product can be used for interesting applications including generating new Lego faces and morphing smoothly between Lego faces."

featured in #277

Learning How to Code Neural Networks

- Per Harald Borgen

featured in #97.1

Inceptionism: Going Deeper into Neural Networks

- Alexander Mordvintsev

featured in #38.1