- FaceNet (Google)
- They use a triplet loss with the goal of keeping the L2 intra-class distances low and inter-class distances high
- DeepID (Hong Kong University)
- They use verification and identification signals to train the network. Afer each convolutional layer there is an identity layer connected to the supervisory signals in order to train each layer closely (on top of normal backprop)
- DeepFace (Facebook)
- Convs followed by locally connected, followed by fully connected
#!/bin/bash | |
function install_dependencies() { | |
echo "Installing dependencies..." | |
sudo apt -qq update | |
sudo apt -qq install -y curl git wget | |
# sudo apt -qq install -y bison flex kernel-package libelf-dev libssl-dev | |
sudo apt -qq install -y bison flex libelf-dev libssl-dev | |
} |
https://www.ffmpeg.org/doxygen/trunk/dump_8c_source.html#l00454
- fps =
st->avg_frame_rate
- tbr =
st->r_frame_rate
- tbn =
st->time_base
- tbc =
st->codec->time_base
Average framerate.
- demuxing: May be set by libavformat when creating the stream or in
avformat_find_stream_info()
. - muxing: May be set by the caller before
avformat_write_header()
.
This is about documenting getting Linux running on the late 2016 and mid 2017 MPB's; the focus is mostly on the MacBookPro13,3 and MacBookPro14,3 (15inch models), but I try to make it relevant and provide information for MacBookPro13,1, MacBookPro13,2, MacBookPro14,1, and MacBookPro14,2 (13inch models) too. I'm currently using Fedora 27, but most the things should be valid for other recent distros even if the details differ. The kernel version is 4.14.x (after latest update).
The state of linux on the MBP (with particular focus on MacBookPro13,2) is also being tracked on https://github.com/Dunedan/mbp-2016-linux . And for Ubuntu users there are a couple tutorials (here and here) focused on that distro and the MacBook.
Note: For those who have followed these instructions ealier, and in particular for those who have had problems with the custom DSDT, modifying the DSDT is not necessary anymore - se
syntax on | |
set ruler " Show the line and column numbers of the cursor. | |
set formatoptions+=o " Continue comment marker in new lines. | |
set textwidth=0 " Hard-wrap long lines as you type them. | |
set modeline " Enable modeline. | |
set esckeys " Cursor keys in insert mode. | |
set linespace=0 " Set line-spacing to minimum. | |
set nojoinspaces " Prevents inserting two spaces after punctuation on a join (J) | |
" More natural splits | |
set splitbelow " Horizontal split below current. |
(NB: adapted from this Ask Ubuntu thread -- tested to work on Ubuntu 16.04 LTS through Ubuntu 22.04 LTS (Jammy).
Unlike using VMWare Tools to enable Linux guest capabilities, the open-vm-tools
package doesn't auto-mount shared VMWare folders. This can be frustrating in various ways, but there's an easy fix.
Install open-vm-tools
and run:
sudo mount -t fuse.vmhgfs-fuse .host:/ /mnt/hgfs -o allow_other
#!/bin/bash | |
CONFIG_PATH=~/.config/Code | |
for i in $CONFIG_PATH/User/workspaceStorage/*; do | |
if [ -f $i/workspace.json ]; then | |
folder="$(python3 -c "import sys, json; print(json.load(open(sys.argv[1], 'r'))['folder'])" $i/workspace.json 2>/dev/null | sed 's#^file://##;s/+/ /g;s/%\(..\)/\\x\1/g;')" | |
if [ -n "$folder" ] && [ ! -d "$folder" ]; then | |
echo "Removing workspace $(basename $i) for deleted folder $folder of size $(du -sh $i|cut -f1)" |
Brought to you by Headjack
FFmpeg is one of the most powerful tools for video transcoding and manipulation, but it's fairly complex and confusing to use. That's why I decided to create this cheat sheet which shows some of the most often used commands.
Let's start with some basics:
ffmpeg
calls the FFmpeg application in the command line window, could also be the full path to the FFmpeg binary or .exe file
# Tested on Ubuntu 16.04 and X11, 2019 | |
# 1. Download NVIDIA driver as a .run file | |
# 2. Stop X-Server | |
sudo service lightdm stop | |
# 3. Blacklist Nouveau driver | |
sudo nano /etc/modprobe.d/blacklist-nouveau.conf |
This is a cheat sheet for how to perform various actions to ZSH, which can be tricky to find on the web as the syntax is not intuitive and it is generally not very well-documented.
Description | Syntax |
---|---|
Get the length of a string | ${#VARNAME} |
Get a single character | ${VARNAME[index]} |