desh2608

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desh2608

#!/usr/bin/env bash

. ./cmd.sh
. ./path.sh

# Train systems,
nj=30 # number of parallel jobs,
stage=0
dsets="dev test"
. utils/parse_options.sh

desh2608

#!/usr/bin/env bash

# Do not run the commented lines

# First git clone k2 and cd to inside it.

# Common steps
conda create -n k2 python=3.8
conda activate k2 

desh2608

import argparse

parser = argparse.ArgumentParser(description='Process some integers.')
parser.add_argument('integers', metavar='N', type=int, nargs='+',
                    help='an integer for the accumulator')
parser.add_argument('--sum', dest='accumulate', action='store_const',
                    const=sum, default=max,
                    help='sum the integers (default: find the max)')

args = parser.parse_args()

desh2608

import unittest


class ImageUtilsTest(unittest.TestCase):
    """Testing image utilities: visualization and compression
    """
    def setUp(self):
        """This method sets up objects for all the test cases.
        """
        <code for loading data>

desh2608

def validate_object(x):
    """This function validates an object x that is supposed to represent an object inside an image, and throws an exception on failure. Specifically it is checking that:
      x['polygon'] is a list of >= 3 integer (x,y) pairs representing the corners of the polygon in clockwise or anticlockwise order.
    """
    if type(x) != dict:
        raise ValueError('dict type input required.')

    if 'polygon' not in x:
        raise ValueError('polygon object required.')

desh2608

import numpy as np
import pandas as pd

with open('./holographic.npz') as d:
	indices = d['arr_0']
	X_train = d['arr_1']
	X_val = d['arr_2']
	y_train = d['arr_3']
	y_val = d['arr_4']