From 448b6ec5ea8f7eee36cc9053e7f124e0ab55d889 Mon Sep 17 00:00:00 2001 From: Cameron Date: Mon, 20 Mar 2017 00:54:28 -0700 Subject: Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) (limited to 'README.md') diff --git a/README.md b/README.md index 3c2196f..1375571 100644 --- a/README.md +++ b/README.md @@ -70,6 +70,7 @@ More than one style image can be used to blend multiple artistic styles.

+ *Top row (left to right)*: [The Starry Night](https://www.wikiart.org/en/vincent-van-gogh/the-starry-night-1889) + [The Scream](https://www.wikiart.org/en/edvard-munch/the-scream-1893), [The Scream](https://www.wikiart.org/en/edvard-munch/the-scream-1893) + [Composition VII](https://www.wikiart.org/en/wassily-kandinsky/composition-vii-1913), [Seated Nude](http://www.pablopicasso.org/seated-nude.jsp) + [Composition VII](https://www.wikiart.org/en/wassily-kandinsky/composition-vii-1913) *Bottom row (left to right)*: [Seated Nude](http://www.pablopicasso.org/seated-nude.jsp) + [The Starry Night](https://www.wikiart.org/en/vincent-van-gogh/the-starry-night-1889), [Oversoul](http://alexgrey.com/art/paintings/soul/oversoul/) + [Freshness of Cold](https://afremov.com/FRESHNESS-OF-COLD-PALETTE-KNIFE-Oil-Painting-On-Canvas-By-Leonid-Afremov-Size-30-x40.html), [David Bowie](http://www.francoise-nielly.com/index.php/galerie/index/56) + [Skull](https://www.wikiart.org/en/jean-michel-basquiat/head) @@ -85,6 +86,7 @@ When using multiple style images, the degree of blending between the images can

+ *Top row (left to right)*: content image, .2 [The Starry Night](https://www.wikiart.org/en/vincent-van-gogh/the-starry-night-1889) + .8 [The Scream](https://www.wikiart.org/en/edvard-munch/the-scream-1893), .8 [The Starry Night](https://www.wikiart.org/en/vincent-van-gogh/the-starry-night-1889) + .2 [The Scream](https://www.wikiart.org/en/edvard-munch/the-scream-1893) *Bottom row (left to right)*: .2 [Oversoul](http://alexgrey.com/art/paintings/soul/oversoul/) + .8 [Freshness of Cold](https://afremov.com/FRESHNESS-OF-COLD-PALETTE-KNIFE-Oil-Painting-On-Canvas-By-Leonid-Afremov-Size-30-x40.html), .5 [Oversoul](http://alexgrey.com/art/paintings/soul/oversoul/) + .5 [Freshness of Cold](https://afremov.com/FRESHNESS-OF-COLD-PALETTE-KNIFE-Oil-Painting-On-Canvas-By-Leonid-Afremov-Size-30-x40.html), .8 [Oversoul](http://alexgrey.com/art/paintings/soul/oversoul/) + .2 [Freshness of Cold](https://afremov.com/FRESHNESS-OF-COLD-PALETTE-KNIFE-Oil-Painting-On-Canvas-By-Leonid-Afremov-Size-30-x40.html) -- cgit v1.2.3-70-g09d2 From eedd2b85b224cd6810f6941b637eba25acfc9533 Mon Sep 17 00:00:00 2001 From: Cameron Date: Fri, 24 Mar 2017 11:46:43 -0700 Subject: Update README.md --- README.md | 5 +++++ 1 file changed, 5 insertions(+) (limited to 'README.md') diff --git a/README.md b/README.md index 1375571..8023941 100644 --- a/README.md +++ b/README.md @@ -103,6 +103,7 @@ Here we reproduce Figure 1 and Figure 2 in the third paper using luminance-only

+ *Left to right*: content image, stylized image, stylized image with the original colors of the content image ### Textures @@ -153,6 +154,7 @@ Multiple styles can be transferred to the foreground and background of the conte

+ *Left to right*: content image, foreground style, background style, foreground mask, background mask, stylized image ### Video @@ -165,6 +167,7 @@ Animations can be rendered by applying the algorithm to each source frame. For

+ *Top row (left to right)*: source frames, ground-truth optical flow visualized *Bottom row (left to right)*: disoccluded regions and motion boundaries, stylized frames @@ -181,6 +184,7 @@ Here we reproduce Figure 6 from the first paper:

+ *Top row (left to right)*: Initialized with the content image, the style image, white noise (RNG seed 1) *Bottom row (left to right)*: Initialized with white noise (RNG seeds 2, 3, 4) @@ -232,6 +236,7 @@ Here we reproduce Figure 3 from [the original paper](https://arxiv.org/abs/1508. + *Rows*: increasing subsets of CNN layers; i.e. 'conv4_1' means using 'conv1_1', 'conv2_1', 'conv3_1', 'conv4_1'. *Columns*: alpha/beta ratio of the the content and style reconstruction (see Content / Style Tradeoff). -- cgit v1.2.3-70-g09d2 From 18b9314f8c45edcb8a78e33ea8b4acbdeee63908 Mon Sep 17 00:00:00 2001 From: Cameron Date: Tue, 28 Mar 2017 17:44:17 -0700 Subject: Update README.md --- README.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) (limited to 'README.md') diff --git a/README.md b/README.md index 8023941..5b58f81 100644 --- a/README.md +++ b/README.md @@ -356,12 +356,15 @@ python neural_style.py --video \ #### Optimization Arguments * `--optimizer`: Loss minimization optimizer. L-BFGS gives better results. Adam uses less memory. *Choices*: `lbfgs`, `adam`. *Default*: `lbfgs` * `--learning_rate`: Learning-rate parameter for the Adam optimizer. *Default*: `1e0` +

+ * `--max_iterations`: Max number of iterations for the Adam or L-BFGS optimizer. *Default*: `1000` * `--print_iterations`: Number of iterations between optimizer print statements. *Default*: `50` -* `--content_loss_function`: Different constants K in the content loss function. *Choices*: `1`, `2`, `3`. *Default*: `1` +* `--content_loss_function`: Different constants K in the content loss function. *Choices*: `1`, `2`, `3`. *Default*: `1` +

-- cgit v1.2.3-70-g09d2