def _preprocess_setup(self):
"""Apply desired pre_processing to the input
"""
self.preprocess_funcs = []
if self.random_crop:
self.preprocess_funcs.append(
U.random_crop(int(self.inputLength * self.audio_rate)))
if self.normalize:
self.preprocess_funcs.append(U.normalize(2147483648.0))
def _preprocess_setup(self):
"""Apply desired pre_processing to the input
"""
self.preprocess_funcs = []
if self.strongAugment:
self.preprocess_funcs.append(U.random_scale(1.25))
if self.pad > 0:
self.preprocess_funcs.append(U.padding(self.pad))
if self.random_crop:
self.preprocess_funcs.append(
U.random_crop(int(self.inputLength * self.audio_rate)))
if self.normalize is True:
self.preprocess_funcs.append(U.normalize(32768.0))
def make_table_fmtfiles(self, header, file_format):
imgname = 'image_filename: ' + str(image_info['image_filename'])
format_heading = 'Format: '+file_format
# Write the headlines for the table:
self.underline = 1
self.set_font('Times','B',10)
self.cell(0, 6, 'Disk Image: '+filename_from_path(imgname), ln=1)
self.cell(0, 12, format_heading, border=0, ln=1)
self.underline = 0
# Set Colimn width
w = [16,150]
#Colors, line width and bold font
self.set_table_hdr_attributes(w, header)
#Color and font restoration
self.set_table_body_attributes()
fill=0
num_files = 0
for i in range(0, len(FiwalkReport.fiDictList)):
if (FiwalkReport.xmlInput == True):
mystr = FiwalkReport.fiDictList[i]['libmagic']
else:
mystr = bc_utils.normalize(FiwalkReport.fiDictList[i]['libmagic'])
if mystr == file_format:
num_files+=1
###self.cell(w[0],6,str(num_files),'LR',0,'L',fill)
self.cell(w[0],6,str(FiwalkReport.fiDictList[i]['partition']),'LR',0,'L',fill)
mystr = (FiwalkReport.fiDictList[i]['filename'])
text = bc_pdf.bc_adjust_text(mystr, w[1])
self.cell(w[1],6,text,'LR',0,'L',fill)
self.ln()
fill=not fill
bc_pdf.bc_table_end_page(self, FiwalkReport, num_files, header, w)
self.cell(sum(w),0,'','T')
return