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Merge branch 'proper_scantron_module'
This branch breaks scantron.py into several files under the new scantron/ folder.
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Original file line number | Diff line number | Diff line change |
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@@ -1,21 +1,21 @@ | ||
#!/usr/bin/env python2 | ||
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from scantron import Field | ||
from scantron import ScantronField | ||
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data = [ | ||
Field('auton_high', 'Auton High', int), | ||
Field('auton_mid', 'Auton Mid', int), | ||
Field('auton_low', 'Auton Low', int), | ||
Field('high', 'High', int), | ||
Field('mid', 'Mid', int), | ||
Field('low', 'Low', int), | ||
Field('pyramid', 'Pyramid', int), | ||
Field('missed', 'Missed', int), | ||
Field('fouls', 'Fouls', int), | ||
Field('tech_fouls', 'Tech fouls', int), | ||
Field('defense', 'Defense', bool), | ||
Field('pickup', 'Pickup', bool), | ||
Field('noshow', 'Noshow', bool), | ||
Field('brokedown', 'Brokedown', bool), | ||
Field('dq', 'DQ', bool), | ||
ScantronField('auton_high', 'Auton High', int), | ||
ScantronField('auton_mid', 'Auton Mid', int), | ||
ScantronField('auton_low', 'Auton Low', int), | ||
ScantronField('high', 'High', int), | ||
ScantronField('mid', 'Mid', int), | ||
ScantronField('low', 'Low', int), | ||
ScantronField('pyramid', 'Pyramid', int), | ||
ScantronField('missed', 'Missed', int), | ||
ScantronField('fouls', 'Fouls', int), | ||
ScantronField('tech_fouls', 'Tech fouls', int), | ||
ScantronField('defense', 'Defense', bool), | ||
ScantronField('pickup', 'Pickup', bool), | ||
ScantronField('noshow', 'Noshow', bool), | ||
ScantronField('brokedown', 'Brokedown', bool), | ||
ScantronField('dq', 'DQ', bool), | ||
] |
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from generator import ScantronGenerator | ||
from parser import ScantronParser | ||
from data import ScantronField | ||
from reportlab.lib.units import inch |
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#!/usr/bin/env python2 | ||
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class ScantronField: | ||
def __init__(self, name, label, fieldType): | ||
self.name = name | ||
self.label = label | ||
self.fieldType = fieldType |
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#!/usr/bin/env python2 | ||
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import numpy as np | ||
import scipy as sp | ||
from scipy import ndimage | ||
from PIL import Image, ImageDraw | ||
import math | ||
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class ScantronParser: | ||
def __init__(self): | ||
pass | ||
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def scan(self, data, path): | ||
img = Image.open(path).convert('RGB') | ||
im = sp.misc.fromimage(img, flatten=True) | ||
im = np.where(im > 128, 0, 1) | ||
label_im, num = ndimage.label(im, structure=np.ones((3, 3)).tolist()) | ||
centroids = ndimage.measurements.center_of_mass(im, label_im, xrange(1, | ||
num+1)) | ||
slices = ndimage.find_objects(label_im) | ||
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squares = [] | ||
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for i in range(len(slices)): | ||
sub_img = np.where(label_im[slices[i]] == i + 1, 1, 0) | ||
num_ones = np.sum(sub_img) | ||
num_all = sub_img.size | ||
shape = sub_img.shape | ||
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ratio = float(shape[0]) / float(shape[1]) | ||
darkness = float(num_ones)/float(num_all) | ||
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if darkness > 0.95 and abs(ratio - 1.0) < 0.1 and shape[0] > 14: | ||
x1, x2 = slices[i][1].start, slices[i][1].stop | ||
y1, y2 = slices[i][0].start, slices[i][0].stop | ||
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draw = ImageDraw.Draw(img) | ||
draw.rectangle([x1, y1, x2, y2], outline='blue') | ||
del draw | ||
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squares.append(i) | ||
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if len(squares) != 3: | ||
print('Could not uniquely identify the three page markers.') | ||
raise Exception | ||
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squares = zip(squares, map(lambda s: sum(centroids[s]), squares)) | ||
squares = sorted(squares, key=lambda x: x[1]) | ||
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for s in squares: | ||
print('square ' + str(s)) | ||
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tl = centroids[squares[0][0]] | ||
bl = centroids[squares[1][0]] | ||
br = centroids[squares[2][0]] | ||
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rotation = math.atan2(bl[1] - tl[1], bl[0] - tl[0]) | ||
print('rotation: ' + str(rotation)) |
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