Create a Repository (HTTP)
git clone http://<server address>/<username>/<repository>.git cd <folder> touch README.md git add README.md git commit -m "add README" git push -u origin master
Existing Folder (HTTP)
cd existing_folder
git init
git remote add origin http://<serve…
Single Control-Plane Cluster with Kubernetes
Objective: Install Kubernetes on a Single Machine divided into Three Virtual Box Nodes with Single Control-Plane.
References:
1. sudo su
2. apt install libhdf5-dev
3. python3.6 -m pip install --upgrade pip setuptools
4. python3.6 -m pip install --upgrade six
5. python3.6 -m pip install tensorflow==1.14.0
6. sudo nano /etc/dphys-swapfile
7. change CONF_SWAPSIZE=100 to CONF_SWAPSIZE=2048 an exit nano
8. sudo /etc/init…
1. sudo apt update
2. sudo apt install -y build-essential tk-dev libncurses5-dev libncursesw5-dev libreadline6-dev libdb5.3-dev libgdbm-dev libsqlite3-dev libssl-dev libbz2-dev libexpat1-dev liblzma-dev zlib1g-dev libffi-dev
3. wget https://www.python.org/ftp/python/3.6.8/Python-3.6.8.tgz
4. sudo…
Just a reminder for me on the steps to install certain libraries on Jetson TX2 with Jetpack 4.2.2.
1. Install Jetpack 4.2.2 with Tensorflow 1.14 checked.
2. sudo apt update
3. sudo apt install -y libblas-dev liblapack-dev git cmake gfortran libatlas-base-dev libfreetype6-dev
4. sudo apt autor…
Here is a link to many manual tools for labeling and annotating images.
https://en.wikipedia.org/wiki/List_of_manual_image_annotation_tools
Ratsnake seems good for image segmentation.
I experimented with Docker lately. Here are a few commands, notes and issues I resolved while working on Ubuntu 16.04. I'm assuming you have docker installed (sudo apt-get update && apt-get install docker-ce)
Tutorial on the web for "dockerizing" python applications. - https://runnable.c…
This is example code for a CNN + RNN structure used for analyzing time-series data. There is a separate CNN structure for each time step of windowed data. The RNN learns the time dependency between feature vectors extracted by the CNNs.
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import tensorflow as tf |
My ASUS GL502VS-DS71 laptop had some operating system problems recently so I decided to reinstall Ubuntu on it. Somehow the Nvidia driver got updated to a more recent version (384.90) that didn't work with Tensorflow. This is an excellent opportunity to refresh the installation procedure of Tens…
1. Download Jetpack 3.1 runfile from here on Host PC.
2. Run the installer "./JetPack-L4T-3.1-linux-x64.run" from terminal (you may need to navigate directory to location where downloaded).
3. Follow prompts and instructions to install. The download may take a while and after it has completed,…
I made an example (with some code borrowed from the Web) of how you can multithread TensorFlow models in Python. The key I found was to wrap any execution of a model predict function in a lock. Here is a link to the files. This is not for training of different models in parallel--only for af…
Note: These directions are subject to change, but worked for me on 8/12/2017 on a Intel 4-core CPU desktop.
1. Remove NVIDIA card from computer and plug Display/HDMI cable to the connector provided by motherboard.
2. Reboot computer and get into BIOS (delete/DEL key while restarting or other key…
VNC or Virtual Network Computing is a tool I like to use when I want to "remote desktop" into my Ubuntu machine.
1. sudo apt-get install vnc4server
2. sudo apt-get install gnome-session gnome-panel metacity nautilus gnome-terminal
3. type 'vncserver' and enter password
4. sudo nano ~/.vnc/xst…
Sometimes the best learning comes from doing. I put together a small Raspberry Pi cluster a while ago to try and learn more about Hadoop and Spark. The result is this tutorial to help set one up. It may be a little dated, but maybe it will help some folks get started.
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