updates .mds

14 files changed, 92 insertions, 13 deletions

diff --git a/notes/frameworks/vast_ai.md b/notes/frameworks/vast_ai.md
new file mode 100644
index 00000000..9b99ce23
--- /dev/null
+++ b/notes/frameworks/vast_ai.md
@@ -0,0 +1,75 @@
+mkdir -p datasets/lfw/lfw_jpgs
+tar 
+apt install imagemagick nano screen git -y
+pip install Pillow
+find lfw_raw -name "*.jpg" -print0 | xargs -0 mv -t lfw_jpgs
+mogrify -resize 256x256! -colorspace sRGB -type truecolor lfw_jpgs/*.jpg
+
+89iio2YaTkla
+
+
+  1  touch ~/.no_auto_tmu
+    2  exit
+    3  apt install screen nano git -Y
+    4  apt install screen nano git -y
+    5  mkdir -p work/3rdparty
+    6  cd work/3rdparty/
+    7  git clone https://github.com/tkarras/progressive_growing_of_gans
+    8  cd progressive_growing_of_gans/
+    9  mkdir -p datasets/lfw
+   10  cd datasets/lfw/
+   11  wget http://vis-www.cs.umass.edu/lfw/lfw.tgz
+   12  ls
+   13  mkdir lfw_jpgs
+   14  tar -zxf lfw.tgz --directory lfw_jpgs/
+   15  pip install Pillow
+   16  mv lfw_jpgs/ lfw_raw
+   17  mkdir -p datasets/lfw/lfw_jpgs
+   18  rm -r datasets/
+   19  mkdir lfw_jpgs
+   20  find lfw_raw -name "*.jpg" -print0 | xargs -0 mv -t lfw_jpgs
+   21  ls lfw_jpgs |wc -l
+   22  mogrify -resize 256x256! -colorspace sRGB -type truecolor lfw_jpgs/*.jpg
+   23  apt install imagemagick -y
+   24  nvcc -V
+   25  history |grep tou
+   26  exit
+   27  cd /work/3rdparty/progressive_growing_of_gans/datasets/
+   28  cd ~/work/3rdparty/progressive_growing_of_gans/datasets/
+   29  ls
+   30  cd lfw
+   31  mogrify -resize 256x256! -colorspace sRGB -type truecolor lfw_jpgs/*.jpg
+   32  ls
+   33  mkdir lfw_tfr
+   34  cd ../../
+   35  python dataset_tool.py create_from_images datasets/lfw/lfw_tfr/ datasets/lfw/lfw_jpgs/
+   36  python -V
+   37  which conda
+   38  wget https://repo.anaconda.com/archive/Anaconda3-2018.12-MacOSX-x86_64.sh
+   39  bash Anaconda3-2018.12-MacOSX-x86_64.sh 
+   40  cd work/3rdparty/progressive_growing_of_gans/
+   41  ls
+   42  rm Anaconda3-2018.12-MacOSX-x86_64.sh 
+   43  wget https://repo.anaconda.com/archive/Anaconda3-2018.12-Linux-x86_64.sh
+   44  bash Anaconda3-2018.12-Linux-x86_64.sh 
+   45  conda create pgan
+   46  source ~/.bashrc
+   47  which conda
+   48  conda create pgan
+   49  conda create -n pgan python=3.6
+   50  conda activate pgan
+   51  pip install -r requirements-pip.txt 
+   52  cd work/3rdparty/progressive_growing_of_gans/
+   53  ls
+   54  ls datasets
+   55  ls datasets/lfw
+   56  conda activate pgan
+   57  history
+   58  python dataset_tool.py create_from_images datasets/lfw/lfw_tfr/ datasets/lfw/lfw_jpgs/
+   59  nano config.py 
+   60  screen -R train_lfw
+   61  watch -n1 nvidia-smi
+   62  nvidia-smi -i 0 -pl 250
+   63  sudo nvidia-smi -i 0 -pl 250
+   64  watch -n1 nvidia-smi
+   65  history
\ No newline at end of file
diff --git a/site/content/pages/datasets/afad/index.md b/site/content/pages/datasets/afad/index.md
index c5d20d6e..6b5b96ed 100644
--- a/site/content/pages/datasets/afad/index.md
+++ b/site/content/pages/datasets/afad/index.md
@@ -1,6 +1,6 @@
 ------------
 
-status: published
+status: draft
 title: Asian Face Age Dataset
 desc: AFAD: Asian Face Age Dataset
 slug: afad
diff --git a/site/content/pages/datasets/aflw/index.md b/site/content/pages/datasets/aflw/index.md
index 36a713fc..66f0f806 100644
--- a/site/content/pages/datasets/aflw/index.md
+++ b/site/content/pages/datasets/aflw/index.md
@@ -1,6 +1,6 @@
 ------------
 
-status: published
+status: draft
 title: Annotated Facial Landmarks in The Wild
 desc: AFLW: Annotated Facial Landmarks in The Wild
 slug: aflw
diff --git a/site/content/pages/datasets/caltech_10k/index.md b/site/content/pages/datasets/caltech_10k/index.md
index 8f49f2d1..6b37c1f9 100644
--- a/site/content/pages/datasets/caltech_10k/index.md
+++ b/site/content/pages/datasets/caltech_10k/index.md
@@ -1,6 +1,6 @@
 ------------
 
-status: published
+status: draft
 title: Caltech 10K Faces Dataset
 desc: Caltech 10K Faces Dataset
 slug: caltech_10k
diff --git a/site/content/pages/datasets/cofw/index.md b/site/content/pages/datasets/cofw/index.md
index 7a668cec..1d2a879c 100644
--- a/site/content/pages/datasets/cofw/index.md
+++ b/site/content/pages/datasets/cofw/index.md
@@ -1,6 +1,6 @@
 ------------
 
-status: published
+status: draft
 title: Caltech Occluded Faces in The Wild
 desc: COFW: Caltech Occluded Faces in The Wild
 slug: cofw
diff --git a/site/content/pages/datasets/facebook/index.md b/site/content/pages/datasets/facebook/index.md
index 6e3857fd..84d2b572 100644
--- a/site/content/pages/datasets/facebook/index.md
+++ b/site/content/pages/datasets/facebook/index.md
@@ -1,6 +1,6 @@
 ------------
 
-status: published
+status: draft
 title: Facebook
 desc: TBD
 subdesc: TBD
diff --git a/site/content/pages/datasets/feret/index.md b/site/content/pages/datasets/feret/index.md
index 9a60deaf..da64f9fb 100644
--- a/site/content/pages/datasets/feret/index.md
+++ b/site/content/pages/datasets/feret/index.md
@@ -1,6 +1,6 @@
 ------------
 
-status: published
+status: draft
 title: FERET: FacE REcognition 
 desc: LFW: Labeled Faces in The Wild
 slug: lfw
diff --git a/site/content/pages/datasets/lfpw/index.md b/site/content/pages/datasets/lfpw/index.md
index 2fb343ca..80b20647 100644
--- a/site/content/pages/datasets/lfpw/index.md
+++ b/site/content/pages/datasets/lfpw/index.md
@@ -1,6 +1,6 @@
 ------------
 
-status: published
+status: draft
 title: Labeled Face Parts in The Wild
 desc: LFPW: Labeled Face Parts in The Wild
 slug: lfpw
@@ -18,7 +18,7 @@ authors: Adam Harvey
 + Funding: CIA
 
 
-![](assets/lfpw_index.gif)
+![](assets/background.jpg)
 
 
 --------
diff --git a/site/content/pages/datasets/lfw/assets/render_pgan.m4v b/site/content/pages/datasets/lfw/assets/render_pgan.m4v
deleted file mode 100644
index ca53de31..00000000
--- a/site/content/pages/datasets/lfw/assets/render_pgan.m4v
+++ /dev/null
diff --git a/site/content/pages/datasets/lfw/assets/render_pgan.mp4 b/site/content/pages/datasets/lfw/assets/render_pgan.mp4
new file mode 100644
index 00000000..b573e0b1
--- /dev/null
+++ b/site/content/pages/datasets/lfw/assets/render_pgan.mp4
diff --git a/site/content/pages/datasets/lfw/index.md b/site/content/pages/datasets/lfw/index.md
index 4161561d..f92cd25f 100644
--- a/site/content/pages/datasets/lfw/index.md
+++ b/site/content/pages/datasets/lfw/index.md
@@ -51,7 +51,11 @@ map
 
 To visualize the types of photos in the dataset without explicitly publishing individual's identities a generative adversarial network (GAN) was trained on the entire dataset. The images in this video show a neural network learning the visual latent space and then interpolating between archetypical identities within the LFW dataset.
 
-![fullwidth:](assets/lfw_synthetic.jpg)
+![Synthetically generated face from the visual space of LFW dataset](assets/synthetic_01.jpg)
+
+![Synthetically generated face from the visual space of LFW dataset](assets/synthetic_02.jpg)
+
+![Synthetically generated face from the visual space of LFW dataset](assets/synthetic_03.jpg)
 
 ### Citations
  
diff --git a/site/content/pages/datasets/uccs/index.md b/site/content/pages/datasets/uccs/index.md
index be1d2474..b41aaeb1 100644
--- a/site/content/pages/datasets/uccs/index.md
+++ b/site/content/pages/datasets/uccs/index.md
@@ -1,6 +1,6 @@
 ------------
 
-status: published
+status: draft
 title: Unconstrained College Students
 desc: UCCS: Unconstrained College Students
 slug: uccs
diff --git a/site/content/pages/datasets/vgg_face2/index.md b/site/content/pages/datasets/vgg_face2/index.md
index 6ee72b0a..448adde7 100644
--- a/site/content/pages/datasets/vgg_face2/index.md
+++ b/site/content/pages/datasets/vgg_face2/index.md
@@ -1,6 +1,6 @@
 ------------
 
-status: published
+status: draft
 title: VGG Face 2 Dataset
 desc: VGG Face 2 Dataset
 slug: vgg_face2
diff --git a/site/content/pages/datasets/youtube_celebrities/index.md b/site/content/pages/datasets/youtube_celebrities/index.md
index f5a7128d..a81974b5 100644
--- a/site/content/pages/datasets/youtube_celebrities/index.md
+++ b/site/content/pages/datasets/youtube_celebrities/index.md
@@ -1,9 +1,9 @@
 ------------
 
-status: published
+status: draft
 title: YouTube Celebrities
 desc: YouTube Celebrities
-slug: lfw
+slug: youtube_celebrities
 published: 2019-2-23
 updated: 2019-2-23
 authors: Adam Harvey