keunhong

import argparse
import json
import time
from pathlib import Path

import shutil
from typing import Optional

import toml

keunhong

import skimage
import skimage.io
import numpy as np
from kitnn.models import minc
import toolbox.images


mincnet = minc.MincVGG()
mincnet.load_npy('path/to/model.npy')
mincnet = mincnet.cuda()

keunhong

Install blender as a module with python 3.7 and pyenv

Instructions WIP

Tested on Ubuntu 18.04.

Setting up a new python environment using pyenv

Follow instructions from here.

Installing boost

keunhong

import math

def normal(x, mu, sigma):
    return 1.0 / (sigma * math.sqrt(2*math.pi)) * torch.exp(-(x - mu)**2 / (2*sigma**2))

def continuous_histogram(batch, bins=32):
    hists = Variable(torch.zeros(batch.size(0), 3, bins).cuda())
    binvals = Variable(torch.linspace(0, 1, bins).cuda())
    # Expand values so we compute histogram in parallel.
    binvals = binvals.view(1, 1, 1, bins).expand(*batch.size(), bins)

keunhong

Get the prefix for the virtualenv directory and the main python installation. Note that the pyenv commands are somewhat misleading.

PREFIX_MAIN=`pyenv virtualenv-prefix`
PREFIX_VENV=`pyenv prefix`

Download opencv and opencv_contrib into a clean directory. Make a separate build directory in same directory as opencv and opencv_contrib and enter it.

keunhong

   ______________________   _________________________  _________.___
\______   \_   _____/\   \ /   /\_   _____/\______   \/   _____/|   |
 |       _/|    __)_  \       /  |    __)_  |       _/\_____  \ |   |
 |    |   \|        \  \     /   |        \ |    |   \/        \|   |
 |____|_  /_______  /   \___/   /_______  / |____|_  /_______  /|___|
        \/        \/                    \/         \/        \/     
[<<] K Park, 2008 (k@y.flixey.com)
[<<] Visit http://flixey.com for more.

[<<] GNU General Public License:

keunhong

#!/usr/bin/python

import urllib.parse
import urllib.request
import re
import threading
import json
import pprint
from datetime import datetime