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Rewrote README
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NicolasBizzozzero committed Jun 5, 2019
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Expand Up @@ -3,7 +3,7 @@ This project aims at rebuild "damaged" pictures by learning a sparse representat


## Model
The model is composed of 3 Linear regressions (one per channel) with $L_1$ regularization (aka Lasso).
The model is composed of 3 Linear regressions (one per channel) with L1 regularization (aka Lasso).
It encodes the picture to a HSV color model, normalize its pixels between [-1, 1], and learn which sparse combination of pixels can properly rebuild the picture.


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