From 39e12ea2055ef7a20e4124d8fa7835eb2d99bf70 Mon Sep 17 00:00:00 2001 From: "Alex J. Champandard" Date: Fri, 28 Oct 2016 14:38:28 +0200 Subject: [PATCH] Add example GIF to the README, tweak text. --- README.rst | 16 +++++++++++----- docs/Chinatown_example.gif | Bin 0 -> 128800 bytes 2 files changed, 11 insertions(+), 5 deletions(-) create mode 100644 docs/Chinatown_example.gif diff --git a/README.rst b/README.rst index 3f9762e..33ff4f9 100644 --- a/README.rst +++ b/README.rst @@ -1,9 +1,14 @@ -Neural Enhance -============== +.. image:: docs/Chinatown_example.gif -`As seen on TV! `_ What if you could increase the resolution of your photos using technology from CSI laboratories? Thanks to deep learning, it's now possible to train a neural network to zoom in to your images using examples. You'll get better results by increasing the number of neurons and specializing the training images (e.g. faces). +**Example #1** — China Town: `view comparison `_ in 24-bit HD, `original photo `_ CC-BY-SA @cyalex. -The catch? The neural network is hallucinating details based on its training from example images. It's not reconstructing the image exactly as it would have been if it was HD. That's only possible in Holywood — but deep learning as "Creative AI" works and its just as cool! Here's how you can get started... +================ + Neural Enhance +================ + +`As seen on TV! `_ What if you could increase the resolution of your photos using technology from CSI laboratories? Thanks to deep learning, it's now possible to train a neural network to zoom in to your images at 2x or even 4x. You'll get even better results by increasing the number of neurons or using specialized training images (e.g. faces). + +The catch? The neural network is hallucinating details based on its training from example images. It's not reconstructing your photo exactly as it would have been if it was HD. That's only possible in Holywood — but using deep learning as "Creative AI" works and its just as cool! Here's how you can get started... 1. `Examples & Usage <#1-examples--usage>`_ 2. `Installation <#2-installation--setup>`_ @@ -31,7 +36,8 @@ The default is to use ``cpu``, if you have NVIDIA card setup with CUDA already t .. code:: bash - python3 enhance.py + python3 enhance.py example.png + 1.b) Training Super-Resolution ------------------------------ diff --git a/docs/Chinatown_example.gif b/docs/Chinatown_example.gif new file mode 100644 index 0000000000000000000000000000000000000000..4f22643ac3fb32f0f5b79e1a4addba69f05e2016 GIT binary patch literal 128800 zcmWifXH=6*7lq&SLIME-gdVD)hbrA9v``HlX@;gq(SQvQH3^}&&{0rA5djfH6%{o! zr79pQB6>kA=tV_E#m4>o)|wx)=I@y~XU%^0c5!vKw2C+eehj?%50H?M$4iK#q;^OX zNb&?D6?p||WxR&GgruS|jHqQOqadfKp+!(uQ;<=W*V21x@^8mb!YP&VA5E~o3JtwS={K{D1d z4Z{bMNT%8(D+&DoSrd6B($O}IxQ-db(g@{ZBpJ3t!^=p@*9c138RcdIwlmRDvk0P? zs@s|xnwjl#Fg9^DRx`CQwlXu*w{W*I^`M$ikLjr7tGecp;O&G%Sq2K;Hv0R_^~0>? zR2`3-I2*AHj%hm{jI@>V-=*S4v2dl>*wdxL?KHw{$$RW|P8&pe+tb`>hUe7sTxbsd 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