Ask Your Question

Revision history [back]

click to hide/show revision 1
initial version

How to load the training data to OpenCV from UCI?

I have a character/font dataset found in UCI repository:

https://archive.ics.uci.edu/ml/datasets/Character+Font+Images

Take any CSV file as an example, for instance 'AGENCY.csv'. I am struggling to load it to the OpenCV using a c++ functions. It seems that the structure of the dataset is quite different from what normally assumed in function

cv::ml::TrainData::loadFromCSV

Any ideas to do it neatly or I need to pre-process the csv files directly?

How to load the training data to OpenCV from UCI?

I have a character/font dataset found in UCI repository:

https://archive.ics.uci.edu/ml/datasets/Character+Font+Images

Take any CSV file as an example, for instance 'AGENCY.csv'. I am struggling to load it to the OpenCV using a c++ functions. It seems that the structure of the dataset is quite different from what normally assumed in function

cv::ml::TrainData::loadFromCSV

Any ideas to do it neatly or I need to pre-process the csv files directly?

EDIT:

The file contains 20x20 pixels font images. The first row is the header row. The first two lines (including the header) look like that:

font,fontVariant,m_label,strength,italic,orientation,m_top,m_left,originalH,originalW,h,w,r0c0,r0c1,r0c2,r0c3,r0c4,r0c5,r0c6,r0c7,r0c8,r0c9,r0c10,r0c11,r0c12,r0c13,r0c14,r0c15,r0c16,r0c17,r0c18,r0c19,r1c0,r1c1,r1c2,r1c3,r1c4,r1c5,r1c6,r1c7,r1c8,r1c9,r1c10,r1c11,r1c12,r1c13,r1c14,r1c15,r1c16,r1c17,r1c18,r1c19,r2c0,r2c1,r2c2,r2c3,r2c4,r2c5,r2c6,r2c7,r2c8,r2c9,r2c10,r2c11,r2c12,r2c13,r2c14,r2c15,r2c16,r2c17,r2c18,r2c19,r3c0,r3c1,r3c2,r3c3,r3c4,r3c5,r3c6,r3c7,r3c8,r3c9,r3c10,r3c11,r3c12,r3c13,r3c14,r3c15,r3c16,r3c17,r3c18,r3c19,r4c0,r4c1,r4c2,r4c3,r4c4,r4c5,r4c6,r4c7,r4c8,r4c9,r4c10,r4c11,r4c12,r4c13,r4c14,r4c15,r4c16,r4c17,r4c18,r4c19,r5c0,r5c1,r5c2,r5c3,r5c4,r5c5,r5c6,r5c7,r5c8,r5c9,r5c10,r5c11,r5c12,r5c13,r5c14,r5c15,r5c16,r5c17,r5c18,r5c19,r6c0,r6c1,r6c2,r6c3,r6c4,r6c5,r6c6,r6c7,r6c8,r6c9,r6c10,r6c11,r6c12,r6c13,r6c14,r6c15,r6c16,r6c17,r6c18,r6c19,r7c0,r7c1,r7c2,r7c3,r7c4,r7c5,r7c6,r7c7,r7c8,r7c9,r7c10,r7c11,r7c12,r7c13,r7c14,r7c15,r7c16,r7c17,r7c18,r7c19,r8c0,r8c1,r8c2,r8c3,r8c4,r8c5,r8c6,r8c7,r8c8,r8c9,r8c10,r8c11,r8c12,r8c13,r8c14,r8c15,r8c16,r8c17,r8c18,r8c19,r9c0,r9c1,r9c2,r9c3,r9c4,r9c5,r9c6,r9c7,r9c8,r9c9,r9c10,r9c11,r9c12,r9c13,r9c14,r9c15,r9c16,r9c17,r9c18,r9c19,r10c0,r10c1,r10c2,r10c3,r10c4,r10c5,r10c6,r10c7,r10c8,r10c9,r10c10,r10c11,r10c12,r10c13,r10c14,r10c15,r10c16,r10c17,r10c18,r10c19,r11c0,r11c1,r11c2,r11c3,r11c4,r11c5,r11c6,r11c7,r11c8,r11c9,r11c10,r11c11,r11c12,r11c13,r11c14,r11c15,r11c16,r11c17,r11c18,r11c19,r12c0,r12c1,r12c2,r12c3,r12c4,r12c5,r12c6,r12c7,r12c8,r12c9,r12c10,r12c11,r12c12,r12c13,r12c14,r12c15,r12c16,r12c17,r12c18,r12c19,r13c0,r13c1,r13c2,r13c3,r13c4,r13c5,r13c6,r13c7,r13c8,r13c9,r13c10,r13c11,r13c12,r13c13,r13c14,r13c15,r13c16,r13c17,r13c18,r13c19,r14c0,r14c1,r14c2,r14c3,r14c4,r14c5,r14c6,r14c7,r14c8,r14c9,r14c10,r14c11,r14c12,r14c13,r14c14,r14c15,r14c16,r14c17,r14c18,r14c19,r15c0,r15c1,r15c2,r15c3,r15c4,r15c5,r15c6,r15c7,r15c8,r15c9,r15c10,r15c11,r15c12,r15c13,r15c14,r15c15,r15c16,r15c17,r15c18,r15c19,r16c0,r16c1,r16c2,r16c3,r16c4,r16c5,r16c6,r16c7,r16c8,r16c9,r16c10,r16c11,r16c12,r16c13,r16c14,r16c15,r16c16,r16c17,r16c18,r16c19,r17c0,r17c1,r17c2,r17c3,r17c4,r17c5,r17c6,r17c7,r17c8,r17c9,r17c10,r17c11,r17c12,r17c13,r17c14,r17c15,r17c16,r17c17,r17c18,r17c19,r18c0,r18c1,r18c2,r18c3,r18c4,r18c5,r18c6,r18c7,r18c8,r18c9,r18c10,r18c11,r18c12,r18c13,r18c14,r18c15,r18c16,r18c17,r18c18,r18c19,r19c0,r19c1,r19c2,r19c3,r19c4,r19c5,r19c6,r19c7,r19c8,r19c9,r19c10,r19c11,r19c12,r19c13,r19c14,r19c15,r19c16,r19c17,r19c18,r19c19

AGENCY,AGENCY FB,64258,0.400000,0,0.000000,35,21,51,22,20,20,1,1,1,21,101,210,255,255,255,255,255,255,255,255,255,255,255,255,255,255,1,1,1,93,255,255,255,176,146,146,146,146,146,146,146,146,216,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,141,141,141,182,255,255,255,172,141,141,141,115,1,1,1,1,163,255,255,255,255,255,255,255,255,255,255,255,255,255,255,209,1,1,1,1,163,255,255,255,6,6,6,96,255,255,255,74,6,6,6,5,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255

AGENCY,AGENCY FB,64257,0.400000,0,0.000000,35,21,51,22,20,20,1,1,1,21,101,210,255,255,255,255,255,255,255,255,255,255,255,255,174,65,1,1,1,93,255,255,255,176,146,146,146,146,146,146,146,146,216,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,115,181,181,181,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,1,1,1,1,141,141,141,182,255,255,255,172,141,141,141,141,141,141,141,141,141,141,141,141,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,6,6,6,96,255,255,255,74,6,6,6,6,6,6,6,6,165,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255

How to load the training data to OpenCV from UCI?

I have a character/font dataset found in UCI repository:

https://archive.ics.uci.edu/ml/datasets/Character+Font+Images

Take any CSV file as an example, for instance 'AGENCY.csv'. I am struggling to load it to the OpenCV using a c++ functions. It seems that the structure of the dataset is quite different from what normally assumed in function

cv::ml::TrainData::loadFromCSV

Any ideas to do it neatly or I need to pre-process the csv files directly?

EDIT:

The file contains 20x20 pixels font images. The first row is the header row. The first two lines (including the header) look like that:

font,fontVariant,m_label,strength,italic,orientation,m_top,m_left,originalH,originalW,h,w,r0c0,r0c1,r0c2,r0c3,r0c4,r0c5,r0c6,r0c7,r0c8,r0c9,r0c10,r0c11,r0c12,r0c13,r0c14,r0c15,r0c16,r0c17,r0c18,r0c19,r1c0,r1c1,r1c2,r1c3,r1c4,r1c5,r1c6,r1c7,r1c8,r1c9,r1c10,r1c11,r1c12,r1c13,r1c14,r1c15,r1c16,r1c17,r1c18,r1c19,r2c0,r2c1,r2c2,r2c3,r2c4,r2c5,r2c6,r2c7,r2c8,r2c9,r2c10,r2c11,r2c12,r2c13,r2c14,r2c15,r2c16,r2c17,r2c18,r2c19,r3c0,r3c1,r3c2,r3c3,r3c4,r3c5,r3c6,r3c7,r3c8,r3c9,r3c10,r3c11,r3c12,r3c13,r3c14,r3c15,r3c16,r3c17,r3c18,r3c19,r4c0,r4c1,r4c2,r4c3,r4c4,r4c5,r4c6,r4c7,r4c8,r4c9,r4c10,r4c11,r4c12,r4c13,r4c14,r4c15,r4c16,r4c17,r4c18,r4c19,r5c0,r5c1,r5c2,r5c3,r5c4,r5c5,r5c6,r5c7,r5c8,r5c9,r5c10,r5c11,r5c12,r5c13,r5c14,r5c15,r5c16,r5c17,r5c18,r5c19,r6c0,r6c1,r6c2,r6c3,r6c4,r6c5,r6c6,r6c7,r6c8,r6c9,r6c10,r6c11,r6c12,r6c13,r6c14,r6c15,r6c16,r6c17,r6c18,r6c19,r7c0,r7c1,r7c2,r7c3,r7c4,r7c5,r7c6,r7c7,r7c8,r7c9,r7c10,r7c11,r7c12,r7c13,r7c14,r7c15,r7c16,r7c17,r7c18,r7c19,r8c0,r8c1,r8c2,r8c3,r8c4,r8c5,r8c6,r8c7,r8c8,r8c9,r8c10,r8c11,r8c12,r8c13,r8c14,r8c15,r8c16,r8c17,r8c18,r8c19,r9c0,r9c1,r9c2,r9c3,r9c4,r9c5,r9c6,r9c7,r9c8,r9c9,r9c10,r9c11,r9c12,r9c13,r9c14,r9c15,r9c16,r9c17,r9c18,r9c19,r10c0,r10c1,r10c2,r10c3,r10c4,r10c5,r10c6,r10c7,r10c8,r10c9,r10c10,r10c11,r10c12,r10c13,r10c14,r10c15,r10c16,r10c17,r10c18,r10c19,r11c0,r11c1,r11c2,r11c3,r11c4,r11c5,r11c6,r11c7,r11c8,r11c9,r11c10,r11c11,r11c12,r11c13,r11c14,r11c15,r11c16,r11c17,r11c18,r11c19,r12c0,r12c1,r12c2,r12c3,r12c4,r12c5,r12c6,r12c7,r12c8,r12c9,r12c10,r12c11,r12c12,r12c13,r12c14,r12c15,r12c16,r12c17,r12c18,r12c19,r13c0,r13c1,r13c2,r13c3,r13c4,r13c5,r13c6,r13c7,r13c8,r13c9,r13c10,r13c11,r13c12,r13c13,r13c14,r13c15,r13c16,r13c17,r13c18,r13c19,r14c0,r14c1,r14c2,r14c3,r14c4,r14c5,r14c6,r14c7,r14c8,r14c9,r14c10,r14c11,r14c12,r14c13,r14c14,r14c15,r14c16,r14c17,r14c18,r14c19,r15c0,r15c1,r15c2,r15c3,r15c4,r15c5,r15c6,r15c7,r15c8,r15c9,r15c10,r15c11,r15c12,r15c13,r15c14,r15c15,r15c16,r15c17,r15c18,r15c19,r16c0,r16c1,r16c2,r16c3,r16c4,r16c5,r16c6,r16c7,r16c8,r16c9,r16c10,r16c11,r16c12,r16c13,r16c14,r16c15,r16c16,r16c17,r16c18,r16c19,r17c0,r17c1,r17c2,r17c3,r17c4,r17c5,r17c6,r17c7,r17c8,r17c9,r17c10,r17c11,r17c12,r17c13,r17c14,r17c15,r17c16,r17c17,r17c18,r17c19,r18c0,r18c1,r18c2,r18c3,r18c4,r18c5,r18c6,r18c7,r18c8,r18c9,r18c10,r18c11,r18c12,r18c13,r18c14,r18c15,r18c16,r18c17,r18c18,r18c19,r19c0,r19c1,r19c2,r19c3,r19c4,r19c5,r19c6,r19c7,r19c8,r19c9,r19c10,r19c11,r19c12,r19c13,r19c14,r19c15,r19c16,r19c17,r19c18,r19c19

AGENCY,AGENCY FB,64258,0.400000,0,0.000000,35,21,51,22,20,20,1,1,1,21,101,210,255,255,255,255,255,255,255,255,255,255,255,255,255,255,1,1,1,93,255,255,255,176,146,146,146,146,146,146,146,146,216,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,141,141,141,182,255,255,255,172,141,141,141,115,1,1,1,1,163,255,255,255,255,255,255,255,255,255,255,255,255,255,255,209,1,1,1,1,163,255,255,255,6,6,6,96,255,255,255,74,6,6,6,5,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255

AGENCY,AGENCY FB,64257,0.400000,0,0.000000,35,21,51,22,20,20,1,1,1,21,101,210,255,255,255,255,255,255,255,255,255,255,255,255,174,65,1,1,1,93,255,255,255,176,146,146,146,146,146,146,146,146,216,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,115,181,181,181,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,1,1,1,1,141,141,141,182,255,255,255,172,141,141,141,141,141,141,141,141,141,141,141,141,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,6,6,6,96,255,255,255,74,6,6,6,6,6,6,6,6,165,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255

from the file description these are the columns

field Type Unique Example Description 
font string 153 times font family 
fontVariant string 248 times new roman If the font image was from a scanner, 
the fontVariant is scanned otherwise it is the font name. 
m_label integer 11597 33 to 65535 The character value, for instance 48 for the digit, 0 
strength real 2 .4 A value 0 to 1, indicating normal or bold 
italic integer 2 1 A flag, if 1, the image was computer generated with the an italic font. 
m_top integer 13 The topmost black pixel row index in the original image from which the image was cut 
m_left integer 43 The leftmost black pixel column index in the original image from which the image was cut 
originalH integer 30 The original height of the image in pixels 
originalW integer 36 The original width of the image in pixels 
h integer 1 20 The image height in this sample, always 20 
w integer 1 20 The image width in this sample, always 20 
r0c0 integer 0 Row 0 Column 0 pixel value, 0 to 255, white is 0, 255 is black 
r0c1 integer 255 Row 0, Column 1 pixel value, 0 to 255 
… 397 integer 0 397 pixel values, 0 to 255 
r19c19 integer 255 Row 19, Column 19 pixel value, 0 to 255

How to load the training data to OpenCV from UCI?

I have a character/font dataset found in UCI repository:

https://archive.ics.uci.edu/ml/datasets/Character+Font+Images

Take any CSV file as an example, for instance 'AGENCY.csv'. I am struggling to load it to the OpenCV using a c++ functions. It seems that the structure of the dataset is quite different from what normally assumed in function

cv::ml::TrainData::loadFromCSV

Any ideas to do it neatly or I need to pre-process the csv files directly?

EDIT:

The file contains 20x20 pixels font images. The first row is the header row. The first two lines (including the header) look like that:

font,fontVariant,m_label,strength,italic,orientation,m_top,m_left,originalH,originalW,h,w,r0c0,r0c1,r0c2,r0c3,r0c4,r0c5,r0c6,r0c7,r0c8,r0c9,r0c10,r0c11,r0c12,r0c13,r0c14,r0c15,r0c16,r0c17,r0c18,r0c19,r1c0,r1c1,r1c2,r1c3,r1c4,r1c5,r1c6,r1c7,r1c8,r1c9,r1c10,r1c11,r1c12,r1c13,r1c14,r1c15,r1c16,r1c17,r1c18,r1c19,r2c0,r2c1,r2c2,r2c3,r2c4,r2c5,r2c6,r2c7,r2c8,r2c9,r2c10,r2c11,r2c12,r2c13,r2c14,r2c15,r2c16,r2c17,r2c18,r2c19,r3c0,r3c1,r3c2,r3c3,r3c4,r3c5,r3c6,r3c7,r3c8,r3c9,r3c10,r3c11,r3c12,r3c13,r3c14,r3c15,r3c16,r3c17,r3c18,r3c19,r4c0,r4c1,r4c2,r4c3,r4c4,r4c5,r4c6,r4c7,r4c8,r4c9,r4c10,r4c11,r4c12,r4c13,r4c14,r4c15,r4c16,r4c17,r4c18,r4c19,r5c0,r5c1,r5c2,r5c3,r5c4,r5c5,r5c6,r5c7,r5c8,r5c9,r5c10,r5c11,r5c12,r5c13,r5c14,r5c15,r5c16,r5c17,r5c18,r5c19,r6c0,r6c1,r6c2,r6c3,r6c4,r6c5,r6c6,r6c7,r6c8,r6c9,r6c10,r6c11,r6c12,r6c13,r6c14,r6c15,r6c16,r6c17,r6c18,r6c19,r7c0,r7c1,r7c2,r7c3,r7c4,r7c5,r7c6,r7c7,r7c8,r7c9,r7c10,r7c11,r7c12,r7c13,r7c14,r7c15,r7c16,r7c17,r7c18,r7c19,r8c0,r8c1,r8c2,r8c3,r8c4,r8c5,r8c6,r8c7,r8c8,r8c9,r8c10,r8c11,r8c12,r8c13,r8c14,r8c15,r8c16,r8c17,r8c18,r8c19,r9c0,r9c1,r9c2,r9c3,r9c4,r9c5,r9c6,r9c7,r9c8,r9c9,r9c10,r9c11,r9c12,r9c13,r9c14,r9c15,r9c16,r9c17,r9c18,r9c19,r10c0,r10c1,r10c2,r10c3,r10c4,r10c5,r10c6,r10c7,r10c8,r10c9,r10c10,r10c11,r10c12,r10c13,r10c14,r10c15,r10c16,r10c17,r10c18,r10c19,r11c0,r11c1,r11c2,r11c3,r11c4,r11c5,r11c6,r11c7,r11c8,r11c9,r11c10,r11c11,r11c12,r11c13,r11c14,r11c15,r11c16,r11c17,r11c18,r11c19,r12c0,r12c1,r12c2,r12c3,r12c4,r12c5,r12c6,r12c7,r12c8,r12c9,r12c10,r12c11,r12c12,r12c13,r12c14,r12c15,r12c16,r12c17,r12c18,r12c19,r13c0,r13c1,r13c2,r13c3,r13c4,r13c5,r13c6,r13c7,r13c8,r13c9,r13c10,r13c11,r13c12,r13c13,r13c14,r13c15,r13c16,r13c17,r13c18,r13c19,r14c0,r14c1,r14c2,r14c3,r14c4,r14c5,r14c6,r14c7,r14c8,r14c9,r14c10,r14c11,r14c12,r14c13,r14c14,r14c15,r14c16,r14c17,r14c18,r14c19,r15c0,r15c1,r15c2,r15c3,r15c4,r15c5,r15c6,r15c7,r15c8,r15c9,r15c10,r15c11,r15c12,r15c13,r15c14,r15c15,r15c16,r15c17,r15c18,r15c19,r16c0,r16c1,r16c2,r16c3,r16c4,r16c5,r16c6,r16c7,r16c8,r16c9,r16c10,r16c11,r16c12,r16c13,r16c14,r16c15,r16c16,r16c17,r16c18,r16c19,r17c0,r17c1,r17c2,r17c3,r17c4,r17c5,r17c6,r17c7,r17c8,r17c9,r17c10,r17c11,r17c12,r17c13,r17c14,r17c15,r17c16,r17c17,r17c18,r17c19,r18c0,r18c1,r18c2,r18c3,r18c4,r18c5,r18c6,r18c7,r18c8,r18c9,r18c10,r18c11,r18c12,r18c13,r18c14,r18c15,r18c16,r18c17,r18c18,r18c19,r19c0,r19c1,r19c2,r19c3,r19c4,r19c5,r19c6,r19c7,r19c8,r19c9,r19c10,r19c11,r19c12,r19c13,r19c14,r19c15,r19c16,r19c17,r19c18,r19c19

AGENCY,AGENCY FB,64258,0.400000,0,0.000000,35,21,51,22,20,20,1,1,1,21,101,210,255,255,255,255,255,255,255,255,255,255,255,255,255,255,1,1,1,93,255,255,255,176,146,146,146,146,146,146,146,146,216,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,141,141,141,182,255,255,255,172,141,141,141,115,1,1,1,1,163,255,255,255,255,255,255,255,255,255,255,255,255,255,255,209,1,1,1,1,163,255,255,255,6,6,6,96,255,255,255,74,6,6,6,5,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255

AGENCY,AGENCY FB,64257,0.400000,0,0.000000,35,21,51,22,20,20,1,1,1,21,101,210,255,255,255,255,255,255,255,255,255,255,255,255,174,65,1,1,1,93,255,255,255,176,146,146,146,146,146,146,146,146,216,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,115,181,181,181,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,1,1,1,1,141,141,141,182,255,255,255,172,141,141,141,141,141,141,141,141,141,141,141,141,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,6,6,6,96,255,255,255,74,6,6,6,6,6,6,6,6,165,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255,1,1,1,93,255,255,255,70,1,1,1,1,1,1,1,1,163,255,255,255

from the file description these are the columns

field Type Unique Example Description 
font string 153 times font family 
fontVariant string 248 times new roman If the font image was from a scanner, 
the fontVariant is scanned otherwise it is the font name. 
m_label integer 11597 33 to 65535 The character value, for instance 48 for the digit, 0 
strength real 2 .4 A value 0 to 1, indicating normal or bold 
italic integer 2 1 A flag, if 1, the image was computer generated with the an italic font. 
m_top integer 13 The topmost black pixel row index in the original image from which the image was cut 
m_left integer 43 The leftmost black pixel column index in the original image from which the image was cut 
originalH integer 30 The original height of the image in pixels 
originalW integer 36 The original width of the image in pixels 
h integer 1 20 The image height in this sample, always 20 
w integer 1 20 The image width in this sample, always 20 
r0c0 integer 0 Row 0 Column 0 pixel value, 0 to 255, white is 0, 255 is black 
r0c1 integer 255 Row 0, Column 1 pixel value, 0 to 255 
… 397 integer 0 397 pixel values, 0 to 255 
r19c19 integer 255 Row 19, Column 19 pixel value, 0 to 255