ssl ์ธ์ฆ์„œ(*.crt)ํŒŒ์ผ์„ ์ค€๋น„ํ•œ๋‹ค.

 

# trust anchor localhost.crt

# trust extract-compat

 

/usr/lib/python3.7/site-packages/pacman_mirrors/functions/ ์•„๋ž˜์—

httpFn.py๋ฅผ ์ˆ˜์ •ํ•œ๋‹ค.

 

context = ssl._create_unverified_context()

response = urllib.request.urlopen(requests, data=data.encode('utf-8'), context=context)

 

 

๋น„๊ต Bagging Boosting
ํŠน์ง•

๋ณ‘๋ ฌ ์•™์ƒ๋ธ” ๋ชจ๋ธ

(๊ฐ ๋ชจ๋ธ์€ ์„œ๋กœ ๋…๋ฆฝ์ )

์—ฐ์† ์•™์ƒ๋ธ”

(์ด์ „ ๋ชจ๋ธ์˜ ์˜ค๋ฅ˜๋ฅผ ๊ณ ๋ ค)

๋ชฉ์  Variance ๊ฐ์†Œ Bias ๊ฐ์†Œ
์ ํ•ฉํ•œ ์ƒํ™ฉ

๋ณต์žกํ•œ ๋ชจ๋ธ

(High Variance, Low Bias)

Low Variance, High Bias ๋ชจ๋ธ
๋Œ€ํ‘œ ์•Œ๊ณ ๋ฆฌ์ฆ˜ Random Forest Gradient Boosting, AdaBoost
Sampling Randomg Sampling Random Sampling with weight on error

์ฐธ๊ณ  : https://www.slideshare.net/freepsw/boosting-bagging-vs-boosting

[git]

git config --global http.sslVerify false

 

[system]

sudo trust anchor --store ~/my-ca-cert.crt

 

[python]

import ssl

ssl._create_default_https_context = ssl._create_unverified_context

#!/bin/bash
#
# Copyright (c) 2018, NVIDIA CORPORATION.  All rights reserved.
#
# NVIDIA Corporation and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto.  Any use, reproduction, disclosure or
# distribution of this software and related documentation without an express
# license agreement from NVIDIA Corporation is strictly prohibited.
#

if [ "$#" -ne 1 ]; then
    echo "Usage: $0 <Install Folder>"
    exit
fi
folder="$1"
user="nvidia"
passwd="nvidia"

echo "** Install requirement"
sudo apt-get update
sudo apt-get install -y build-essential cmake git libgtk2.0-dev pkg-config libavcodec-dev libavformat-dev libswscale-dev
sudo apt-get install -y libgstreamer1.0-dev libgstreamer-plugins-base1.0-dev
sudo apt-get install -y python2.7-dev python3.6-dev python-dev python-numpy python3-numpy
sudo apt-get install -y libtbb2 libtbb-dev libjpeg-dev libpng-dev libtiff-dev libjasper-dev libdc1394-22-dev
sudo apt-get install -y libv4l-dev v4l-utils qv4l2 v4l2ucp
sudo apt-get install -y curl
sudo apt-get update

echo "** Download opencv-4.0.0"
cd $folder
curl -L https://github.com/opencv/opencv/archive/4.0.0.zip -o opencv-4.0.0.zip
curl -L https://github.com/opencv/opencv_contrib/archive/4.0.0.zip -o opencv_contrib-4.0.0.zip
unzip opencv-4.0.0.zip 
unzip opencv_contrib-4.0.0.zip 
cd opencv-4.0.0/

echo "** Building..."
mkdir release
cd release/
cmake -D WITH_CUDA=ON -D CUDA_ARCH_BIN="5.3" -D CUDA_ARCH_PTX="" -D OPENCV_EXTRA_MODULES_PATH=../../opencv_contrib-4.0.0/modules -D WITH_GSTREAMER=ON -D WITH_LIBV4L=ON -D BUILD_opencv_python2=ON -D BUILD_opencv_python3=ON -D BUILD_TESTS=OFF -D BUILD_PERF_TESTS=OFF -D BUILD_EXAMPLES=OFF -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=/usr/local ..
make -j3
sudo make install
sudo apt-get install -y python-opencv python3-opencv

echo "** Install opencv-4.0.0 successfully"
echo "** Bye :)"โ€‹
sudo apt-get update
sudo apt-get upgrade
sudo rpi-update
sudo reboot
sudo apt-get install build-essential git cmake pkg-config
sudo apt-get install libjpeg-dev libtiff5-dev libjasper-dev libpng12-dev
sudo apt-get install libavcodec-dev libavformat-dev libswscale-dev libv4l-dev
sudo apt-get install libxvidcore-dev libx264-dev
sudo apt-get install libgtk2.0-dev
sudo apt-get install libatlas-base-dev gfortran
cd ~
git clone https://github.com/Itseez/opencv.git
cd opencv
git checkout 3.1.0
cd ~
git clone https://github.com/Itseez/opencv_contrib.git
cd opencv_contrib
git checkout 3.1.0
sudo apt-get install python3-dev
wget https://bootstrap.pypa.io/get-pip.py
sudo python3 get-pip.py
pip install numpy
cd ~/opencv
mkdir build
cd build
cmake -D CMAKE_BUILD_TYPE=RELEASE \
      -D CMAKE_INSTALL_PREFIX=${CMAKE_INSTALL_PREFIX} \
      -D WITH_CUDA=ON \
      -D CUDA_ARCH_BIN=${ARCH_BIN} \
      -D CUDA_ARCH_PTX="" \
      -D ENABLE_FAST_MATH=ON \
      -D CUDA_FAST_MATH=ON \
      -D WITH_CUBLAS=ON \
      -D WITH_LIBV4L=ON \
      -D WITH_GSTREAMER=ON \
      -D WITH_GSTREAMER_0_10=OFF \
      -D WITH_QT=ON \
      -D WITH_OPENGL=ON \
      -D OPENCV_EXTRA_MODULES_PATH=/home/nvidia/Research/opencv_contrib/modules \
      -D BUILD_opencv_legacy=OFF \
      ../
make -j4
sudo make install
sudo ldconfig

 

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