Watchanan Chantapakul tmwatchanan
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tmwatchanan
/ train_gen.py
Created
January 17, 2019 15:31
Keras -- creating a generator for training set
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| def trainGenerator(batch_size, | |
| train_path, | |
| image_folder, | |
| mask_folder, | |
| aug_dict, | |
| image_color_mode="grayscale", | |
| mask_color_mode="grayscale", | |
| image_save_prefix="image", | |
| mask_save_prefix="mask", | |
| flag_multi_class=False, |
tmwatchanan
/ android-debug-key.sh
Last active
April 27, 2019 11:12
Commands for creating debug key used in developing Android app
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| # to generate keystore | |
| keytool -genkey -v -keystore debug.keystore -storepass android -alias androiddebugkey -keypass android -keyalg RSA -keysize 2048 -validity 10000 | |
| # to get debug key | |
| keytool -list -v -keystore debug.keystore -alias androiddebugkey -storepass android -keypass android |
tmwatchanan
/ android-arch-linux.sh
Last active
April 27, 2019 11:11
Android development setup for Arch-based Linux
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| # install packages | |
| sudo pacman -S android-tools android-udev | |
| # accept Android SDK licenses | |
| .~/Android/sdk/tools/bin/sdkmanager --licenses | |
| # references | |
| # https://wiki.archlinux.org/index.php/Android_Debug_Bridge |
tmwatchanan
/ conda_opencv.sh
Last active
April 30, 2019 12:34
Conda commands for installing dependencies about OpenCV and Keras based on Ubuntu
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| # do check your nvidia driver version which is compatible with a cuda version | |
| # https://docs.nvidia.com/deploy/cuda-compatibility/index.html | |
| conda install -c anaconda cudatoolkit | |
| # and then instal your nvidia driver e.g. nvidia-driver-418 | |
| conda install -c conda-forge keras | |
| conda install -c anaconda tensorflow-gpu | |
| conda install scikit-image | |
| conda install -c conda-forge opencv |
tmwatchanan
/ android-ubuntu.sh
Last active
April 30, 2019 13:37
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| # extract android-studio compressed file to ~/bin/ | |
| # intall java jdk | |
| sudo apt install -y openjdk-8-jdk | |
| # add this to .zshrc or .bashrc | |
| # java config for android-studio | |
| export _JAVA_AWT_WM_NONREPARENTING=1 | |
| # create a symbolic link for calling from everywhere |
tmwatchanan
/ docker-slow-internet.sh
Created
May 6, 2019 13:30
A way that might be able to fix slow internet connection when pulling docker images
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| service docker stop | |
| dockerd --max-concurrent-downloads 1 |
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| # .zshrc file | |
| [[ $TMUX = "" ]] && export TERM="xterm-256color" | |
| # .tmux.conf file | |
| set -g default-terminal "screen-256color" |
tmwatchanan
/ rclone_multiple_moveto.sh
Last active
May 21, 2019 16:28
Remotely rename a number of directory names with shell script by combining rclone and for loop
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| for ((i=1; i<=16; i++)); rclone moveto "cmu:Computer Engineering/Karn's Research Assistance/CCC Grading/dev/segmentation/data/eye_v3-baseline_v12_multiclass-softmax-cce-lw_1_0.01-hsv-loo_$i-lr_1e_2-bn/" "cmu:Computer Engineering/Karn's Research Assistance/CCC Grading/dev/segmentation/data/eye_v3-model_v12_multiclass-softmax-cce-lw_1_0.01-hsv-loo_$i-lr_1e_2-bn/"; |
tmwatchanan
/ 01-network-manager-all.yaml
Created
May 22, 2019 03:46
Ubuntu network manager config file for setting static IP
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| # Let NetworkManager manage all devices on this system | |
| network: | |
| version: 2 | |
| renderer: NetworkManager | |
| ethernets: | |
| # comment the below lines to enable DHCP | |
| wlp6s0: | |
| dhcp4: no | |
| dhcp6: no | |
| addresses: [10.10.186.203/24, ] |
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| https://prod.liveshare.vsengsaas.visualstudio.com/join?1E9735368B4E59E99811D5423C8629F8D92D |