def form_4i():
# define former
former = omrlib.Former()
# define model parameters
former.set_model_para(valid_painting_gray_threshold=35,
valid_peak_min_width=3,
valid_peak_min_max_width_ratio=5,
detect_mark_vertical_window=20,
detect_mark_horizon_window=20,
detect_mark_step_length=5,
detect_mark_max_stepnum=100)
# define image clip setting
former.set_clip(do_clip=True,
clip_left=0,
clip_right=0,
clip_top=330,
clip_bottom=650)
# define location for checking mark
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(True)
# define image files list
former.get_file_list(
path=local_path + 'omrimage4/',
substr_list='I318' # assign substr in path to filter
)
# define mark format: row/column number, valid area, location
former.set_mark_format(row_number=6,
col_number=31,
valid_area_row_start=1,
valid_area_row_end=5,
valid_area_col_start=3,
valid_area_col_end=30,
location_row_no=6,
location_col_no=31)
# define code cluster, contianing many areas
# _group: (min_no, max_no), _coord: (left_col, top_row)
cluster_group = [(1 + 5 * j, 5 + 5 * j) for j in range(5)]
cluster_coord = [(1, 3 + 6 * j) for j in range(5)]
for gno, loc in zip(cluster_group, cluster_coord):
former.set_area(
area_group=gno, # area group from min=a to max=b (a, b)
area_coord=loc, # area location left_top = (row, col)
area_direction=
'v', # area direction V:top to bottom, H:left to right
group_direction=
'h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCD', # group code for painting block
group_mode='S' # group mode 'M': multi_choice, 'S': single_choice
)
return former
def form_22():
# define former
former = omrlib.Former()
# define image file
former.get_file_list(
path=local_path + 'omrimage2/',
substr_list='OMR01.jpg' # assign substr in filename+pathstr
)
# define mark location for checking mark
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(True)
# define mark format: row/column number, valid area, location
former.set_mark_format(row_number=6,
col_number=31,
valid_area_row_start=1,
valid_area_row_end=5,
valid_area_col_start=1,
valid_area_col_end=30,
location_row_no=6,
location_col_no=31)
# define cluster
# _group: (min_no, max_no), _coord: (left_col, top_row)
cluster_group = [(1, 5), (6, 10), (11, 15), (16, 20), (21, 25)]
cluster_coord = [(1, 2), (1, 8), (1, 14), (1, 20), (1, 26)]
for gno, loc in zip(cluster_group, cluster_coord):
former.set_area(
area_group=gno, # area group from min=a to max=b (a, b)
area_coord=loc, # area location left_top = (row, col)
area_direction=
'v', # area direction V:top to bottom, H:left to right
group_direction=
'h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCD', # group code for painting block
group_mode='S' # group mode 'M': multi_choice, 'S': single_choice
)
# define image clip setting
former.set_clip(do_clip=False,
clip_left=0,
clip_right=0,
clip_top=0,
clip_bottom=0)
# define model parameters
former.set_model_para(valid_painting_gray_threshold=35,
valid_peak_min_width=3,
valid_peak_min_max_width_ratio=5,
detect_mark_vertical_window=20,
detect_mark_horizon_window=20,
detect_mark_step_length=5,
detect_mark_max_stepnum=100)
return former
def form_497():
former = omrlib.Former()
# clip image setting
# clip image setting
former.set_clip(do_clip=False,
clip_left=0,
clip_right=0,
clip_top=0,
clip_bottom=0)
former.get_file_list(path='d:/work/data/y18/497/726121/',
substr_list='jpg')
# check mark setting
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(False)
former.set_mark_format(row_number=45,
col_number=38,
valid_area_row_start=12,
valid_area_row_end=44,
valid_area_col_start=2,
valid_area_col_end=38,
location_row_no=45,
location_col_no=1)
# define area
former.set_area(
area_group=(1, 15), # area group from min=a to max=b (a, b)
area_coord=(12, 24), # area location left_top = (row, col)
area_direction='h', # area direction V:top to bottom, H:left to right
group_direction='v', # group direction from left to right
group_code='0123456789', # group code set for encoding
group_mode='D' # 'M':multi_choice, 'S':single_choice
)
# define cluster
# group for each area: (min_no, max_no)
cluster_group = [(101 + j * 5, 105 + j * 5) for j in range(6)]
# location for each area: (left_col, top_row)
cluster_coord = [(39, 4 + j * 6) for j in range(6)]
for group_scope, loc_coord in zip(cluster_group, cluster_coord):
former.set_area(
area_group=group_scope, # area group from min=a to max=b (a, b)
area_coord=loc_coord, # area location left_top = (row, col)
area_direction=
'v', # area direction V:top to bottom, H:left to right
group_direction='h', # group direction from left to right
group_code='ABCD', # group code set for encoding
group_mode='S' if loc_coord[1] < 28 else
'M' # 'M':multi_choice, 'S':single_choice
)
return former
def form_201():
former = omrlib.Former()
# clip image setting
former.set_clip(do_clip=False,
clip_left=0,
clip_right=0,
clip_top=0,
clip_bottom=0)
former.get_file_list(path='d:/work/data/y18/201/783240/',
substr_list='jpg')
# check mark setting
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(False)
former.set_mark_format(row_number=55,
col_number=38,
valid_area_row_start=1,
valid_area_row_end=54,
valid_area_col_start=4,
valid_area_col_end=38,
location_row_no=55,
location_col_no=1)
# define area
former.set_area(
area_group=(1, 15), # area group from min=a to max=b (a, b)
area_coord=(14, 24), # area location left_top = (row, col)
area_direction='h', # area direction V:top to bottom, H:left to right
group_direction='v', # group direction from left to right
group_code='0123456789', # group code set for encoding
group_mode='D' # 'M':multi_choice, 'S':single_choice
)
# define cluster
# group for each area: (min_no, max_no)
cluster_group = [(101 + i * 10, 110 + i * 10)
for i in range(4)] + [(141, 145)]
# location for each area: (left_col, top_row)
cluster_coord = [(44, 4), (44, 10), (44, 18), (44, 24), (44, 31)]
for group_scope, loc_coord in zip(cluster_group, cluster_coord):
former.set_area(
area_group=group_scope, # area group from min=a to max=b (a, b)
area_coord=loc_coord, # area location left_top = (row, col)
area_direction=
'v', # area direction V:top to bottom, H:left to right
group_direction='h', # group direction from left to right
group_code='ABCD'
if loc_coord[1] < 31 else 'ABCDEFG', # group code set for encoding
group_mode='S' # 'M':multi_choice, 'S':single_choice
)
return former
def form_109():
former = omrlib.Former()
# clip image setting
former.set_clip(do_clip=False,
clip_left=0,
clip_right=0,
clip_top=0,
clip_bottom=0)
former.get_file_list(path='d:/work/data/y18/109/', substr_list='jpg')
# check mark setting
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(False)
former.set_mark_format(row_number=61,
col_number=38,
valid_area_row_start=2,
valid_area_row_end=61,
valid_area_col_start=4,
valid_area_col_end=38,
location_row_no=61,
location_col_no=1)
# define group_area, including mulit_groups
former.set_area(
area_group=(1, 15), # group no from a to b (a, b)
area_coord=(14, 24), # group_area left_top_location = (row, col)
area_direction='h', # area from top down to bottom
group_direction='v', # group direction from left to right
group_code='0123456789', # group code for painting point
group_mode='D' # if <bool> else 'M'
)
# define cluster_area_group_code
# group no list: (min_no, max_no)
cluster_area_group = [(101 + 5 * n, 105 + 5 * n) for n in range(11)]
# area lt_corner: (left_col, top_row)
cluster_area_coord = []
# 4 clusters
for i in range(4):
# 3 areas
cluster_area_coord += [(43, 5 + i * 9)]
cluster_area_coord += [(49, 5 + i * 9)]
if i < 3:
cluster_area_coord += [(55, 5 + i * 9)]
for group_scope, loc_coord in zip(cluster_area_group, cluster_area_coord):
former.set_area(
area_group=group_scope,
area_coord=loc_coord,
area_direction='v', # area from top down to bottom
group_direction='h', # group direction from left to right
group_code='ABCDE', # group code for painting point
group_mode='S' # if group_min2max[0] in range(, ) else 'M','D'
)
return former
def form_1():
# define former
former = omrlib.Former()
# define image file
former.get_file_list(
path=local_path + 'omrimage1/',
substr_list='jpg' # assign substr in filename+pathstr
)
# define mark location for checking mark
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(True)
# define mark format: row/column number, valid area, location
former.set_mark_format(row_number=14,
col_number=37,
valid_area_row_start=1,
valid_area_row_end=10,
valid_area_col_start=23,
valid_area_col_end=36,
location_row_no=14,
location_col_no=37)
# define area
former.set_area(
area_group=(1, 14), # area group from min=a to max=b (a, b)
area_coord=(1, 23), # area location left_top = (row, col)
area_direction='h', # area direction V:top to bottom, H:left to right
group_direction='v', # group direction from left to right
group_code='0123456789', # group code for painting block
group_mode='D' # group mode 'M': multi_choice, 'S': single_choice
)
# define image clip setting
former.set_clip(do_clip=False,
clip_left=0,
clip_right=0,
clip_top=0,
clip_bottom=0)
# define model parameters
former.set_model_para(valid_painting_gray_threshold=35,
valid_peak_min_width=3,
valid_peak_min_max_width_ratio=5,
detect_mark_vertical_window=20,
detect_mark_horizon_window=20,
detect_mark_step_length=5,
detect_mark_max_stepnum=100)
return former
def form_101():
former = omrlib.Former()
# clip image setting
former.set_clip(do_clip=False,
clip_left=0,
clip_right=0,
clip_top=0,
clip_bottom=0)
former.get_file_list(path='d:/work/data/y18/101/783240/',
substr_list='jpg')
# check mark setting
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(False)
former.set_mark_format(row_number=50,
col_number=38,
valid_area_row_start=2,
valid_area_row_end=50,
valid_area_col_start=2,
valid_area_col_end=38,
location_row_no=1,
location_col_no=1)
# define group_area, including mulit_groups
former.set_area(
area_group=(1, 15), # group no from a to b (a, b)
area_coord=(12, 24), # group_area left_top_location = (row, col)
area_direction='h', # area from top down to bottom
group_direction='v', # group direction from left to right
group_code='0123456789', # group code for painting point
group_mode='D' # if <bool> else 'M'
)
# define cluster_area_group_code
# group no list: (min_no, max_no)
cluster_area_group = [(101, 106), (107, 112), (113, 118), (119, 124),
(125, 130), (131, 133)]
# area lt_corner: (left_col, top_row)
cluster_area_coord = [(42, 4 + i * 6) for i in range(6)]
for group_scope, loc_coord in zip(cluster_area_group, cluster_area_coord):
former.set_area(
area_group=group_scope,
area_coord=loc_coord,
area_direction='v', # area from top down to bottom
group_direction='h', # group direction from left to right
group_code='ABCD', # group code for painting point
group_mode='S' if group_scope[0] < 113 else
'M' # if group_min2max[0] in range(, ) else 'M','D'
)
return former
def form_414_omr01():
former = omrlib.Former()
# clip image setting
# clip image setting
former.set_clip(do_clip=False,
clip_left=0,
clip_right=0,
clip_top=0,
clip_bottom=0)
former.get_file_list(path='d:/work/data/y18/414', substr_list='jpg')
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(False)
for f in former.form['image_file_list']:
if 'Omr02' in f:
former.form['image_file_list'].remove(f)
former.set_mark_format(row_number=45,
col_number=38,
valid_area_row_start=12,
valid_area_row_end=44,
valid_area_col_start=2,
valid_area_col_end=38,
location_row_no=45,
location_col_no=1)
# define group_area, including mulit_groups
former.set_area(
area_group=(1, 15),
area_coord=(12, 24),
area_direction='h', # area from top down to bottom
group_direction='v', # group direction from left to right
group_code='0123456789', # group code for painting point
group_mode='D')
# define area_cluster, including multi group_areas
cluster_area_group = [(101 + i * 3, 103 + i * 3)
for i in range(5)] # group no: (min, max)
cluster_area_coord = [(41, 5 + i * 7) for i in range(5)
] # area coord: (left col no, top row no)
for group_min2max, area_coord in zip(cluster_area_group,
cluster_area_coord):
former.set_area(
area_group=(group_min2max[0], group_min2max[1]),
area_coord=area_coord,
area_direction='v', # area from top down to bottom
group_direction='h', # group direction from left to right
group_code='ABCD' # group code for painting point
)
return former
def form_204():
former = omrlib.Former()
# clip image setting
former.set_clip(do_clip=False,
clip_left=0,
clip_right=0,
clip_top=0,
clip_bottom=0)
former.get_file_list(path='d:/work/data/y18/204/', substr_list='jpg')
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(False)
former.set_mark_format(row_number=55,
col_number=38,
valid_area_row_start=13,
valid_area_row_end=53,
valid_area_col_start=4,
valid_area_col_end=38,
location_row_no=55,
location_col_no=1)
former.set_area(area_group=(1, 15),
area_coord=(14, 24),
area_direction='h',
group_direction='V',
group_code='0123456789',
group_mode='D')
for i, col in enumerate([4, 10, 18, 24]):
former.set_area(area_group=(101 + i * 10, 110 + i * 10),
area_coord=(44, col),
area_direction='v',
group_direction='h',
group_code='ABCD')
former.set_area(area_group=(156, 160),
area_coord=(44, 31),
area_direction='v',
group_direction='h',
group_code='ABCDEFG')
return former
def form_408():
former = omrlib.Former()
# clip image setting
# clip image setting
former.set_clip(do_clip=False,
clip_left=0,
clip_right=0,
clip_top=0,
clip_bottom=0)
former.get_file_list(path='d:/work/data/y18/408', substr_list='jpg')
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(False)
former.set_mark_format(row_number=50,
col_number=38,
valid_area_row_start=12,
valid_area_row_end=49,
valid_area_col_start=7,
valid_area_col_end=38,
location_row_no=50,
location_col_no=1)
# define group_area, including mulit_groups
former.set_area(
area_group=(1, 15),
area_coord=(12, 24),
area_direction='h', # area from top down to bottom
group_direction='v', # group direction from left to right
group_code='0123456789', # group code for painting point
group_mode='D')
# define area_cluster, including multi group_areas
cluster_area_group = [(101 + i * 10, 110 + i * 10)
for i in range(4)] # group no: (min, max)
cluster_area_coord = [(39, 7 + i * 8) for i in range(4)
] # area coord: (left col no, top row no)
for group_min2max, area_coord in zip(cluster_area_group,
cluster_area_coord):
former.set_area(
area_group=group_min2max,
area_coord=area_coord,
area_direction='v', # area from top down to bottom
group_direction='h', # group direction from left to right
group_code='ABCD', # group code for painting point
group_mode='S')
return former
def form_314():
former = omrlib.Former()
# clip image setting
former.set_clip(do_clip=False,
clip_left=0,
clip_right=0,
clip_top=0,
clip_bottom=0)
former.get_file_list(path='d:/work/data/y18/314/723084/',
substr_list='jpg')
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(False)
former.set_mark_format(row_number=44,
col_number=26,
valid_area_row_start=13,
valid_area_row_end=43,
valid_area_col_start=2,
valid_area_col_end=26,
location_row_no=44,
location_col_no=1)
# define a group_area for mulit_groups
former.set_area(
area_group=(1, 15),
area_coord=(13, 12),
area_direction='h', # area from top down to bottom
group_direction='v', # group direction from left to right
group_code='0123456789', # group code for painting point
group_mode='D')
# define some group_areas (define multi group_area)
g_area_lefttop_coord = [(41, 4), (42, 4)]
g_area_no_min_max = [(101, 104), (105, 108)]
for coord, gno in zip(g_area_lefttop_coord, g_area_no_min_max):
# group: group_no = gno[0] to gno[1], left_top = coord
former.set_area(
area_group=(gno[0], gno[1]),
area_coord=coord,
area_direction='h', # area from top down to bottom
group_direction='h', # group direction from left to right
group_code='ABCD' # group code for painting point
)
return former
def form_315():
former = omrlib.Former()
# clip image setting
# clip image setting
former.set_clip(do_clip=False,
clip_left=0,
clip_right=0,
clip_top=0,
clip_bottom=0)
former.get_file_list(path='d:/work/data/y18/315/738111/',
substr_list='jpg')
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(False)
former.set_mark_format(row_number=56,
col_number=26,
valid_area_row_start=2,
valid_area_row_end=55,
valid_area_col_start=2,
valid_area_col_end=26,
location_row_no=1,
location_col_no=1)
# define a group_area for mulit_groups
former.set_area(
area_group=(1, 15),
area_coord=(13, 12),
area_direction='h', # area from top down to bottom
group_direction='v', # group direction from left to right
group_code='0123456789', # group code for painting point
group_mode='D')
# define area_cluster: many group_areas
g_area_lefttop_coord = [(44, 5), (44, 13), (44, 21)]
g_area_no_min_max = [(101, 110), (111, 120), (121, 130)]
for coord, gno in zip(g_area_lefttop_coord, g_area_no_min_max):
# group: group_no = gno[0] to gno[1], left_top = coord
former.set_area(
area_group=(gno[0], gno[1]),
area_coord=coord,
area_direction='v', # area from top down to bottom
group_direction='h', # group direction from left to right
group_code='ABCD' # group code for painting point
)
return former
def form_397():
former = omrlib.Former()
# clip image setting
# clip image setting
former.set_clip(do_clip=False,
clip_left=0,
clip_right=0,
clip_top=0,
clip_bottom=0)
former.get_file_list(path='d:/work/data/y18/397', substr_list='jpg')
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(False)
former.set_mark_format(row_number=45,
col_number=38,
valid_area_row_start=12,
valid_area_row_end=44,
valid_area_col_start=2,
valid_area_col_end=38,
location_row_no=45,
location_col_no=1)
# define group_area, including mulit_groups
former.set_area(
area_group=(1, 15),
area_coord=(12, 24),
area_direction='h', # area from top down to bottom
group_direction='v', # group direction from left to right
group_code='0123456789', # group code for painting point
group_mode='D')
# define area_cluster, including multi group_areas
cluster_area_group = [(101 + i * 5, 105 + i * 5) for i in range(6)]
cluster_area_coord = [(39, 4 + i * 6) for i in range(6)]
for group_min2max, area_coord in zip(cluster_area_group,
cluster_area_coord):
# group: group_no = g[0] to g[1], area left_top = coord
former.set_area(
area_group=(group_min2max[0], group_min2max[1]),
area_coord=area_coord,
area_direction='v', # area from top down to bottom
group_direction='h',
group_code='ABCD', # group code for painting point
group_mode='S' if group_min2max[0] < 121 else 'M')
return former
def form_21():
former = omrlib.Former()
former.get_file_list(path=local_path + 'omrimage2/',
substr_list='omr01.jpg')
# clip image setting
former.set_clip(do_clip=True,
clip_left=0,
clip_right=35,
clip_top=0,
clip_bottom=90)
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(True)
former.set_mark_format(row_number=11,
col_number=20,
valid_area_row_start=1,
valid_area_row_end=10,
valid_area_col_start=1,
valid_area_col_end=19,
location_row_no=11,
location_col_no=20)
# define area_cluster, including multi group_areas
# group2 = {i + j * 5: [(i, 2 + j * 6), 4, 'H', 'ABCD', 'S'] for i in range(1, 6)
cluster_area_group = [(1, 19)] # group no list: (min, max)
cluster_area_coord = [(1, 1)]
for group_min2max, area_coord in zip(cluster_area_group,
cluster_area_coord):
former.set_area(
area_group=group_min2max,
area_coord=area_coord,
area_direction='h', # area from top down to bottom
group_direction='v', # group direction from left to right
group_code='0123456789', # group code for painting point
group_mode='D' # if group_min2max[0] in range(, ) else 'M'
)
return former
def form_203():
former = omrlib.Former()
former.get_file_list(path='d:/work/data/y18/203/', substr_list='jpg')
# clip image setting
former.set_clip(do_clip=False,
clip_left=0,
clip_right=0,
clip_top=0,
clip_bottom=0)
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(False)
former.set_mark_format(row_number=51,
col_number=38,
valid_area_row_start=13,
valid_area_row_end=50,
valid_area_col_start=5,
valid_area_col_end=38,
location_row_no=51,
location_col_no=1)
former.set_area(area_group=(1, 15),
area_coord=(13, 24),
area_direction='h',
group_direction='V',
group_code='0123456789',
group_mode='D')
col_pos = [5, 14, 23, 32]
for no, col in enumerate(col_pos):
former.set_area(area_group=(101 + 10 * no, 110 + 10 * no),
area_coord=(40, col),
area_direction='v',
group_direction='h',
group_code='ABCD',
group_mode='S')
return former
def form_0():
# define former
former = omrlib.Former()
# define model parameters
former.set_model_para(valid_painting_gray_threshold=35,
valid_peak_min_width=3,
valid_peak_min_max_width_ratio=5,
detect_mark_vertical_window=15,
detect_mark_horizon_window=12,
detect_mark_step_length=5,
detect_mark_max_stepnum=20)
# define image clip setting
former.set_clip(do_clip=True,
clip_left=0,
clip_right=0,
clip_top=150,
clip_bottom=0)
# define location for checking mark
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(True)
# define image files list
former.get_file_list(
path=local_path + 'omrimage0/',
substr_list='jpg' # assign substr in path to filter
)
# define mark format: row/column number, valid area, location
former.set_mark_format(row_number=11,
col_number=31,
valid_area_row_start=1,
valid_area_row_end=10,
valid_area_col_start=1,
valid_area_col_end=30,
location_row_no=11,
location_col_no=31)
# define cluster
former.set_cluster(
cluster_group_list=[(1 + j * 5, 5 + j * 5) for j in range(5)
], # group scope (min_no, max_no) per area
cluster_coord_list=[(1, 3 + 6 * j)
for j in range(5)], # left_top coord per area
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction=
'h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCD', # group code for painting block
group_mode='S' # group mode 'M': multi_choice, 'S': single_choice
)
# define cluster
former.set_cluster(
cluster_group_list=[(26 + j * 5, 30 + j * 5) for j in range(5)
], # group scope (min_no, max_no) per area
cluster_coord_list=[(6, 3 + 6 * j)
for j in range(5)], # left_top coord per area
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction=
'h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCD', # group code for painting block
group_mode='S' # group mode 'M': multi_choice, 'S': single_choice
)
# define score_dict
# {group:{code:score,}}
former.set_score(do_score=True,
score_dict={
1: {
'D': 1.5,
'A': 2,
'C': 0.5
},
2: {
'A': 3
},
3: {
'B': 1
},
4: {
'B': 2
},
5: {
'C': 1
}
})
return former
def form_6():
# define former
former = omrlib.Former()
# define model parameters
former.set_model_para(valid_painting_gray_threshold=35,
valid_peak_min_width=3,
valid_peak_min_max_width_ratio=5,
detect_mark_vertical_window=20,
detect_mark_horizon_window=20,
detect_mark_step_length=5,
detect_mark_max_stepnum=100)
# define image clip setting
former.set_clip(do_clip=True,
clip_left=0,
clip_right=20,
clip_top=330,
clip_bottom=0)
# define location for checking mark
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(True)
# define image files list
former.get_file_list(
path=local_path + 'omrimage6/',
substr_list='S86' # assign substr in path to filter
)
# define mark format: row/column number, valid area, location
former.set_mark_format(row_number=40,
col_number=26,
valid_area_row_start=1,
valid_area_row_end=39,
valid_area_col_start=1,
valid_area_col_end=25,
location_row_no=40,
location_col_no=26)
# define cluster1
former.set_cluster(
cluster_group_list=[(1 + 5 * j, 5 + 5 * j) for j in range(4)
], # group scope (min_no, max_no) per area
cluster_coord_list=[(2, 3 + 6 * j)
for j in range(4)], # left_top coord per area
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction=
'h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCDE', # group code for painting block
group_mode='M' # group mode 'M': multi_choice, 'S': single_choice
)
# define cluster2
former.set_cluster(
cluster_group_list=[(21 + 5 * j, 25 + 5 * j) for j in range(4)
], # group scope (min_no, max_no) per area
cluster_coord_list=[(7, 3 + 6 * j)
for j in range(4)], # left_top coord per area
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction=
'h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCDE', # group code for painting block
group_mode='M' # group mode 'M': multi_choice, 'S': single_choice
)
# define cluster3
former.set_cluster(
cluster_group_list=[(41 + 5 * j, 45 + 5 * j) for j in range(4)
], # group scope (min_no, max_no) per area
cluster_coord_list=[(12, 3 + 6 * j)
for j in range(4)], # left_top coord per area
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction=
'h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCDE', # group code for painting block
group_mode='M' # group mode 'M': multi_choice, 'S': single_choice
)
# define cluster4
former.set_cluster(
cluster_group_list=[(61 + 5 * j, 65 + 5 * j) for j in range(4)
], # group scope (min_no, max_no) per area
cluster_coord_list=[(17, 3 + 6 * j)
for j in range(4)], # left_top coord per area
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction=
'h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCDE', # group code for painting block
group_mode='S' # group mode 'M': multi_choice, 'S': single_choice
)
# define cluster5
former.set_cluster(
cluster_group_list=[(81, 84)], # group scope (min_no, max_no) per area
cluster_coord_list=[(22, 3)], # left_top coord per area
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction=
'h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCDE', # group code for painting block
group_mode='S' # group mode 'M': multi_choice, 'S': single_choice
)
# define cluster6
former.set_cluster(
cluster_group_list=[(85 + 5 * j, 89 + 5 * j) for j in range(4)
], # group scope (min_no, max_no) per area
cluster_coord_list=[(26, 3 + 6 * j)
for j in range(4)], # left_top coord per area
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction=
'h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCDE', # group code for painting block
group_mode='S' # group mode 'M': multi_choice, 'S': single_choice
)
# define cluster7
former.set_cluster(
cluster_group_list=[(105, 108)
], # group scope (min_no, max_no) per area
cluster_coord_list=[(31, 3)], # left_top coord per area
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction=
'h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCDE', # group code for painting block
group_mode='S' # group mode 'M': multi_choice, 'S': single_choice
)
# define cluster8
former.set_cluster(
cluster_group_list=[(109 + 5 * j, 113 + 5 * j) for j in range(2)
], # group scope (min_no, max_no) per area
cluster_coord_list=[(35, 3 + 9 * j)
for j in range(2)], # left_top coord per area
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction=
'h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCDE', # group code for painting block
group_mode='M' # group mode 'M': multi_choice, 'S': single_choice
)
# define cluster9
former.set_cluster(
cluster_group_list=[(119, 120)
], # group scope (min_no, max_no) per area
cluster_coord_list=[(35, 21)], # left_top coord per area
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction=
'h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCDE', # group code for painting block
group_mode='M' # group mode 'M': multi_choice, 'S': single_choice
)
# define score_dict
# {group:{code:score,}}
former.set_score(do_score=True,
score_dict={
1: {
'A': 1
},
2: {
'c': 1
},
3: {
'D': 1
},
4: {
'e': 1
},
5: {
'c': 1
},
6: {
'A': 1
},
7: {
'B': 1
},
8: {
'e': 1
},
9: {
'D': 1
},
10: {
'e': 10
},
})
return former
def form_7():
# define former
former = omrlib.Former()
# define model parameters
former.set_model_para(valid_painting_gray_threshold=35,
valid_peak_min_width=3,
valid_peak_min_max_width_ratio=5,
detect_mark_vertical_window=15,
detect_mark_horizon_window=12,
detect_mark_step_length=5,
detect_mark_max_stepnum=20)
# define image clip setting
former.set_clip(do_clip=True,
clip_left=0,
clip_right=0,
clip_top=130,
clip_bottom=0)
# define location for checking mark
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(True)
# define image files list
former.get_file_list(
path='d:/study/dataset/omrimage7/',
substr_list='jpg' # assign substr in path to filter
)
# define mark format: row/column number, valid area, location
former.set_mark_format(row_number=16,
col_number=31,
valid_area_row_start=1,
valid_area_row_end=15,
valid_area_col_start=1,
valid_area_col_end=30,
location_row_no=16,
location_col_no=31)
# define cluster1
former.set_cluster(
cluster_group_list=[(1 + j * 5, 5 + j * 5) for j in range(5)
], # group scope (min_no, max_no) per area
cluster_coord_list=[(1, 3 + j * 6)
for j in range(5)], # left_top coord per area
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction=
'h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCD', # group code for painting block
group_mode='S' # group mode 'M': multi_choice, 'S': single_choice
)
# define cluster2
former.set_cluster(
cluster_group_list=[(26 + j * 5, 30 + j * 5) for j in range(5)
], # group scope (min_no, max_no) per area
cluster_coord_list=[(6, 3 + j * 6)
for j in range(5)], # left_top coord per area
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction=
'h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCD', # group code for painting block
group_mode='S' # group mode 'M': multi_choice, 'S': single_choice
)
# define cluster3
former.set_cluster(
cluster_group_list=[(51, 55)], # group scope (min_no, max_no) per area
cluster_coord_list=[(11, 3)], # left_top coord per area
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction=
'h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCD', # group code for painting block
group_mode='S' # group mode 'M': multi_choice, 'S': single_choice
)
# define code area, containing many groups
former.set_area(
area_group=(56, 60), # area group from min=a to max=b (a, b)
area_coord=(11, 9), # area location left_top = (row, col)
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction='h', # group direction from left to right
group_code='ABCDEFGH', # group code for painting block
group_mode=
'D' # group mode 'M': multi_choice, 'S': single_choice, 'D':digit
)
# define score_dict
# {group:{code:score,}}
former.set_score(do_score=False,
score_dict={
1: {
'A': 1
},
2: {
'A': 1
},
3: {
'A': 1
},
4: {
'A': 1
},
5: {
'A': 1
}
})
return former
def form_ws_dell():
# define former
former = openomr.Former()
# define model parameters
former.set_model_para(
valid_painting_gray_threshold=35,
valid_peak_min_width=3,
valid_peak_min_max_width_ratio=5,
detect_mark_vertical_window=15,
detect_mark_horizon_window=12,
detect_mark_step_length=5,
detect_mark_max_stepnum=20
)
# define image clip setting
former.set_clip(
do_clip=True,
clip_left=0,
clip_right=720,
clip_top=300,
clip_bottom=530
)
# define location for checking mark
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(True)
# define image files list
former.get_file_list(
path='d:/work/data/g17/ws/',
substr_list='jpg' # assign substr in path to filter
)
# define mark format: row/column number, valid area, location
former.set_mark_format(
row_number=6,
col_number=26,
valid_area_row_start=1,
valid_area_row_end=5,
valid_area_col_start=1,
valid_area_col_end=25,
location_row_no=6,
location_col_no=26
)
# define cluster
former.set_cluster(
cluster_group_list=[(1, 5), (6, 10)], # group scope (min_no, max_no) per area
cluster_coord_list=[(1, 3), (1, 9)], # left_top coord per area
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction='h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCD', # group code for painting block
group_mode='S' # group mode 'M': multi_choice, 'S': single_choice
)
# define score_dict
# {group:{code:score,}}
former.set_score(
do_score=False,
score_dict={
1: {'A': 1},
2: {'B': 1},
3: {'C': 1},
4: {'D': 1},
5: {'A': 2},
}
)
return former
def form_8():
# define former
former = omrlib.Former()
# define model parameters
former.set_model_para(valid_painting_gray_threshold=35,
valid_peak_min_width=3,
valid_peak_min_max_width_ratio=5,
detect_mark_vertical_window=15,
detect_mark_horizon_window=12,
detect_mark_step_length=5,
detect_mark_max_stepnum=20)
# define image clip setting
'''
former.set_clip(
do_clip=True,
clip_left=60,
clip_right=800,
clip_top=330,
clip_bottom=630
)
'''
former.set_clip_box(do_clip=True,
clip_box_left=45,
clip_box_right=850,
clip_box_top=330,
clip_box_bottom=500)
# define location for checking mark
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(True)
# define image files list
former.get_file_list(
path=local_path + '/omrimage8', # 'd:/study/dataset/omrimage8/',
substr_list='_01' # assign substr in path to filter
)
# define mark format: row/column number, valid area, location
former.set_mark_format(row_number=6,
col_number=31,
valid_area_row_start=1,
valid_area_row_end=5,
valid_area_col_start=3,
valid_area_col_end=30,
location_row_no=6,
location_col_no=31)
# define cluster
former.set_cluster(
cluster_group_list=[(1, 5), (6, 10),
(11, 12)], # group scope (min_no, max_no) per area
cluster_coord_list=[(1, 3 + 6 * j)
for j in range(3)], # left_top coord per area
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction=
'h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCD', # group code for painting block
group_mode='S' # group mode 'M': multi_choice, 'S': single_choice
)
# define score_dict
# {group:{code:score,}}
former.set_score(do_score=False,
score_dict={
1: {
'A': 1
},
2: {
'A': 1
},
3: {
'A': 1
},
4: {
'A': 1
},
5: {
'A': 1
},
6: {
'A': 1
},
7: {
'A': 1
},
8: {
'A': 1
},
9: {
'A': 1
},
10: {
'A': 1
}
})
return former
def form_xxx():
# define former
former = openomr.Former()
# define model parameters
former.set_model_para(
valid_painting_gray_threshold=35,
valid_peak_min_width=3,
valid_peak_min_max_width_ratio=5,
detect_mark_vertical_window=15,
detect_mark_horizon_window=12,
detect_mark_step_length=5,
detect_mark_max_stepnum=20
)
# define image clip setting
# left_top_coner: left(x, column), top(y, row),
# right_bottom_coner: right(x, column), bottom(y, row)
former.set_clip_box(
do_clip=True,
clip_box_left=0,
clip_box_top=300,
clip_box_right=760,
clip_box_bottom=490
)
# define location for checking mark
former.set_check_mark_from_bottom(True)
former.set_check_mark_from_right(True)
# define image files list
former.get_file_list(
path='f:/studies/data/data/wss/',
substr_list='jpg' # assign substr in path to filter
)
# define mark format: row/column number[1-n], valid area[1-n], location[1-n]
former.set_mark_format(
row_number=6,
col_number=26,
valid_area_row_start=1,
valid_area_row_end=5,
valid_area_col_start=1,
valid_area_col_end=25,
location_row_no=6,
location_col_no=26
)
# define code area, containing many groups
former.set_area(
area_group=(1, 15), # area group from min=a to max=b (a, b)
area_coord=(10, 20), # area location left_top = (row, col)
area_direction='h', # area direction V:top to bottom, H:left to right
group_direction='v', # group direction from left to right
group_code='0123456789', # group code for painting block
group_mode='D' # group mode 'M': multi_choice, 'S': single_choice, 'D':digit
)
# define cluster
former.set_cluster(
cluster_group_list=[(100, 105), (106, 110)], # group scope (min_no, max_no) per area
cluster_coord_list=[(1, 3), (1, 9)], # left_top coord per area
area_direction='v', # area direction V:top to bottom, H:left to right
group_direction='h', # group direction 'V','v': up to down, 'H','h': left to right
group_code='ABCD', # group code for painting block
group_mode='S' # group mode 'M': multi_choice, 'S': single_choice
)
# define score_dict
# {group:{code:score,}}
former.set_score(
do_score=False,
score_dict={
1: {'A': 1},
2: {'A': 1},
3: {'A': 1},
4: {'A': 1},
5: {'A': 1},
}
)
return former
