diff --git a/3 - PixelCNNs Blind spot and Gated PixelCNNs/figures/results.png b/3 - PixelCNNs Blind spot and Gated PixelCNNs/figures/results.png new file mode 100644 index 0000000..7c0e423 Binary files /dev/null and b/3 - PixelCNNs Blind spot and Gated PixelCNNs/figures/results.png differ diff --git a/README.md b/README.md index 56fc5c3..bc12e9f 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@

Deep Autoregressive Models

- +

[![MIT license](http://img.shields.io/badge/license-MIT-brightgreen.svg)](https://github.com/Warvito/vq-vae/blob/master/LICENSE) @@ -26,6 +26,7 @@ Then, install requirements pip3 install --upgrade pip pip3 install -r requirements.txt +--------------------------------------------------------------------------------------------------------------------------------------------------------------------

1. Autoregressive Models — PixelCNN

@@ -35,6 +36,7 @@ Creating digits with deep generative models! - [Code](https://github.com/Mind-the-Pineapple/Autoregressive-models/blob/master/1%20-%20Autoregressive%20Models%20-%20PixelCNN/pixelCNN.py) - [Paper -> Pixel Recurrent Neural Networks](https://arxiv.org/abs/1601.06759) +--------------------------------------------------------------------------------------------------------------------------------------------------------------------

2. Modelling Coloured Images

@@ -43,4 +45,18 @@ Extending the model to the full colour spectrum - [PixelCNN - RGB Medium Story](https://blog.usejournal.com/modelling-coloured-images-acd0ebde0102) - [Google Colab](https://colab.research.google.com/gist/PedroFerreiradaCosta/a770317efa23f36b3c5009a9f21169f3/pixelcnn-rgb.ipynb?authuser=1#scrollTo=deJgSHmOBGfk) - [Code](https://github.com/Mind-the-Pineapple/Autoregressive-models/blob/master/2%20-%20Modelling%20data%20with%20multiple%20channels/pixelCNN_RGB.py) -- [Paper -> Pixel Recurrent Neural Networks](https://arxiv.org/abs/1601.06759) +- [Paper -> Pixel Recurrddent Neural Networks](https://arxiv.org/abs/1601.06759) + +-------------------------------------------------------------------------------------------------------------------------------------------------------------------- + +

3 -  PixelCNN's Blind Spot and how to fix it

+ + +Creating digits with deep generative models! +- [PixelCNN Medium Story](https://towardsdatascience.com/pixelcnns-blind-spot-84e19a3797b9) +- [Google Colab](https://colab.research.google.com/github/Mind-the-Pineapple/Autoregressive-models/blob/master/3%20-%20PixelCNNs%20Blind%20spot%20and%20Gated%20PixelCNNs/PixelCNN_Blind_spot.ipynb) +- [Code](https://github.com/Mind-the-Pineapple/Autoregressive-models/blob/master/3%20-%20PixelCNNs%20Blind%20spot%20and%20Gated%20PixelCNNs/pixelcnn_blind_spot.py) + +- [Paper -> Gated PixelCNNs](https://arxiv.org/abs/1606.05328) + +--------------------------------------------------------------------------------------------------------------------------------------------------------------------