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diff --git a/docs/notes.md b/docs/notes.md
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+PATH=/home/adam/torch/install/bin:/home/adam/anaconda3/bin:/home/adam/anaconda3/envs/megapixels/bin:/home/adam/anaconda3/bin:/home/adam/.nvm/versions/node/v9.9.0/bin:/home/adam/bin:/home/adam/.local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin:/usr/lib/nvidia/:/usr/local/cuda/bin:/usr/lib/nvidia/:/usr/local/cuda/bin
+
+PATH=/home/adam/anaconda3/bin:/home/adam/.nvm/versions/node/v9.9.0/bin:/home/adam/code/google-cloud-sdk/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/usr/local/cuda/bin
+
+CUDA_HOME=/usr/local/cuda
+LD_LIBRARY_PATH=/home/adam/torch/install/lib::/usr/local/cuda/lib64:/usr/local/cuda/extras/CUPTI/lib64:/usr/local/cuda/lib64:/usr/local/cuda/extras/CUPTI/lib64
+
+
+
+LD_LIBRARY_PATH=/home/adam/torch/install/lib::/usr/local/cuda/lib64:/usr/local/cuda/extras/CUPTI/lib64:/usr/local/cuda/lib64:/usr/local/cuda/extras/CUPTI/lib64
+
+
+LD_LIBRARY_PATH=:/usr/local/cuda/lib64
+CUDA_HOME=/usr/local/cuda
+
+
+TORCH_NVCC_FLAGS=-D__CUDA_NO_HALF_OPERATORS__
+TORCH_NVCC_FLAGS=-D__CUDA_NO_HALF_OPERATORS__
+
+
+export PATH=/usr/local/cuda/bin:"$PATH
+./clean.sh
+export TORCH_NVCC_FLAGS="-D__CUDA_NO_HALF_OPERATORS__"
+./install.sh
+
+find . -name "*.JPEG" | xargs -I {} convert {} -resize "256^>" {}
+
+find . -name \*.png -exec identify -ping {} \; -or -exec echo {} \;
+find . -name \*.jpg -exec identify -ping {} \; -or -exec rm -f {} \;
+
+luarocks install cudnn
+luarocks install display
+
+scp undisclosed:/home/adam/FIDs.zip .
+unzip -q FIDs.zip
+find FIDs_NEW -name \*.jpg > list.txt
+mkdir -p /work/megapixels_dev/3rdparty/art-DCGAN/fiw/images/
+
+while read -r line;do dst=/work/megapixels_dev/3rdparty/art-DCGAN/hipsterwars/images/$(basename "$line");src=`pwd`/$line;ln -s $src $dst;done < list.txt
+
+extension="${filename##*.}"
+
+
+filename="${filename%.*}
+
+for d in $(find source -type d)
+	do 
+			ls $d/*.bin 1>/dev/null 2>&1 && ln -s $d/*.bin target/$(basename $d).dat;done
+
+gpu=0 batchSize=1 imsize=10 noisemode=linefull net=bedrooms_4_net_G.t7 th generate.lua
+
+DATA_ROOT=fiw dataset=folder ndf=50 ngf=150 name=fiw_01 nThreads=6 gpu=2 th main.lua
+
+DATA_ROOT=megaface_13 dataset=folder ndf=50 ngf=150 name=megaface_13 nThreads=6 gpu=1 th main.lua
+
+DATA_ROOT=hipsterwars dataset=folder ndf=50 ngf=150 name=hipsterwars nThreads=6 gpu=2 th main.lua
+
+export PATH=/usr/local/cuda/bin/:$PATH 
+
+export LD_LIBRARY_PATH=/usr/local/cuda/lib64/:$LD_LIBRARY_PATH
+
+
+git clone https://github.com/soumith/cudnn.torch.git -b R7 && cd cudnn.torch && luarocks make cudnn-scm-1.rockspec
+
+scp undisclosed:/home/adam/hipsterwars_v1.0.zip .
+find . -name "*.jpg" -print0 | xargs -0 mogrify -flop
+
+https://github.com/facebookresearch/deepcluster
+
+DATA_ROOT=hipsterwars dataset=folder ndf=100 ngf=200 batchSize=128 name=hipsterwars_d100_g200_b128 nThreads=8 gpu=2 th main.lua && DATA_ROOT=hipsterwars dataset=folder ndf=100 ngf=200 batchSize=64 name=hipsterwars_d100_g200_b64 nThreads=8 gpu=2 th main.lua && DATA_ROOT=hipsterwars dataset=folder ndf=100 ngf=300 batchSize=128 name=hipsterwars_d100_g300_b128 nThreads=8 gpu=2 th main.lua && DATA_ROOT=hipsterwars dataset=folder ndf=100 ngf=300 batchSize=64 name=hipsterwars_d100_g200_b64 nThreads=8 gpu=2 th main.lua 
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diff --git a/docs/organizations.md b/docs/organizations.md
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+# Organzation Profiles
+
+
+## Academic Orgs
+
+- Beihang University
+- National University of Defense Technology
+    - 
+- National Innovation Institute of Defense Technology https://www.cnas.org/publications/reports/understanding-chinas-ai-strategy
+- First Research Institute of the Ministry of Public Security of People’s Republic of China, Beijing, China
+    - ...
+
+## Commercial Organizations
+
+- IBM
+- SenseTime
+- SenseNets
+- CloudWalk
+- IARPA, IBM
+- Megvii (Face++)
+- Microsoft
+- Microsoft Asia
+- US Department of Homeland Security
+- Vision Semantics Ltd.
+- x
+
+## Law Enforcement
+
+- Safran Identity and Security
+    - has supplied a facial recognition solution to the National Police of the Netherlands, https://finance.yahoo.com/news/safran-identity-security-provides-facial-100000958.html
+## Defense Contractors
+
+- China Airborne Missile Academy, Luoyang, China
+    - China Airborne Missile Academy is a research and development base specializing in guided weapons. It develops and mass produces air-to-air missiles and missile launch devices, ground testing equipment, airborne photoelectric devices and their peripherals, the statement said.
+    - https://www.yicaiglobal.com/news/tianyin-electromechanical-wins-usd66-million-rd-project-for-missile-warfare
+- Lookup list <http://companies.defenceindex.org/companies/poongsan-corporation/>
diff --git a/docs/people.md b/docs/people.md
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+# People
+
+Notes about people and types of people appearing in datasets
+
+Munich Security Conference
+
+- 
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diff --git a/docs/security.md b/docs/security.md
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+# MegaPixels
+
+### Potential Blacklist
+
+- 103.213.248.154
+    - 5,000 hits April with unknown browser from Hong Kong around April 22
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diff --git a/docs/todo.md b/docs/todo.md
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+# TODO
+
+## Global
+
+- JL: mobile CSS
+    - lightbox/modal on mobile, close button not visible
+    - decrease font-size of intro header
+- AH: change intro heads to match twitter word counts better
+- AH: ensure one good graphic per dataset page for social sharing
+- AH: add social share graphic for homepage
+- AH: add press kit/downloads
+
+## Splash
+
+- AH: create high quality 3d heads
+- JL/AH: add IJB-C names to word cloud
+
+## Datasets
+
+- JL: this paper isn't appearing in the UCCS list of verified papers but should be included https://arxiv.org/pdf/1708.02337.pdf
+- AH: add dataset analysis for IJB-C, HRT Transgender, MegaFace, PIPA
+
+## About
+
+- ok
+
+## Flickr Analysis
+
+Collect Flickr IDs and metadata for:
+
+- adience
+- flickr_faces
+- geofaces
+- h3d
+- helen
+- ibm_dif
+- images_of_groups
+- leeds_sports_pose
+- leeds_sports_pose_extended
+- lfpw
+- mafa
+- me_glass
+- megaage
+- megaface
+- moments_in_time
+- pipa
+- stickmen_family
+- tiny_faces
+- ucf_crowd
+- used
+- voc
+- who_goes_there
+- yfcc_100m
+
+
+## FT Analysis:
+
+- [x] Brainwash
+- [x] Duke MTMC
+- [x] UCCS
+- [x] MSCeleb
+- [ ] IJB-C (and IJB-A/B?)
+- [ ] HRT Transgender
+- [x] Town Centre
+
+## NYT Analysis:
+
+- [ ] Helen
+- [ ] MegaFace
+- [ ] PIPA
+
+## Verifications
+
+- [x] Brainwash
+- [x] Duke MTMC
+- [ ] Helen
+- [x] UCCS
+- [ ] MegaFace
+- [x] MSCeleb
+- [ ] PIPA
+- [x] IJB-C (and IJB-A/B?)
+- [x] HRT Transgender
+- [x] Town Centre
+
+
+-----------
+
+## Datasets for next launch:
+
+April 4th launch
+
+- AFAD
+- 50 People One Question
+- AFLW
+- AFW
+- Brainwash
+- CASIA Webface
+- CAVIAR
+- CelebA
+- COFW
+- DukeMTC
+- Face Tracer
+- Helen
+- HRT Transgender
+- iLIDS IVD
+- IJB-C
+- LFPW
+- LFW
+- MegaFace
+- MS Celeb
+- MSRA
+- PubFig
+- PubFig83
+- UCCS
+- UMD Faces
+- VGG Face 1?
+- VGG Face 2
+- YouTube Celebrities
+- YouTube Makeup
+- Face Scrub
+- Adience
+- CUHK
+- Kin CTTS
+- LAOFIW
+- UCF Selfie
+- USED
+- TinyFaces
+- Pipa
+- Shakecam
+