def morphing(orginele_foto, morph_foto):
faces = agender.detect_genders_ages(cv2.imread(orginele_foto))
original_age = faces[0]['age']
pictures = [orginele_foto, morph_foto]
facemorpher.morpher(pictures, plot=True, out_frames='output')
faces = agender.detect_genders_ages(cv2.imread("/Users/ellen/Documents/Twente/Q2/Introduction to biometrics/Final/output/frame009.png"))
Morphing_age = faces[0]['age']
return Morphing_age, original_age
def one_male(mf):
for ff in females:
out_dir = '_'.join((mf.split('.')[0], ff.split('.')[0]))
pair = [os.path.join('male', mf), os.path.join('female', ff)]
out_frames = os.path.join(tmp_folder, out_dir)
print out_frames
facemorpher.morpher(pair,
percent_list=percent_list,
out_frames=out_frames,
width=226,
height=226)
def Save_morph_img(orginele_foto, morph_foto, age):
pictures = [orginele_foto, morph_foto]
facemorpher.morpher(pictures, plot=True, out_frames='output')
# Open original image
img = Image.open("/Users/ellen/Documents/Twente/Q2/Introduction to biometrics/Final/output/frame009.png")
data = img.load()
# Makes a copy of the input image and loads the copied image's pixel map
copyImage = img.copy()
copyImage.save("/Users/ellen/Documents/Twente/Q2/Introduction to biometrics/Final/test/"+age + '.png')
copyImage.close()
for m in models:
for em in emotions:
s = 'f' if m < 20 else 'm'
mstr = '%02d%s' % (m, s)
outvid = None
outfr = os.path.join(outdir, mstr + '_' + em + '_' + mouth)
imgpaths = [
os.path.join(imdir, 'stim', mstr + '_ne_' + mouth + '.png'),
os.path.join(imdir, 'stim', mstr + '_' + em + '_' + mouth + '.png')
]
if os.path.exists(imgpaths[0]) and os.path.exists(imgpaths[1]):
fm.morpher(imgpaths,
alpha=False,
width=w,
height=h,
num_frames=nframes,
fps=10,
out_frames=outfr,
out_video=outvid)
else:
print('missing %s/%s' % (imgpaths[0], imgpaths[1]))
# Creating an average face
for em in emotions:
imgpaths = glob(os.path.join(imdir, 'stim', '*f_' + em + '_c.png'))
fm.averager(imgpaths,
alpha=True,
blur_edges=True,
out_filename='female_' + em + '_c.png')
import numpy as np
def morphing(orginele_foto, morph_foto):
#agender = PyAgender()
#faces = agender.detect_genders_ages(cv2.imread(orginele_foto))
#original_age = faces[0]['age']
pictures = [orginele_foto, morph_foto]
facemorpher.morpher(pictures, plot=True, out_frames='output', num_frames=5) # Change 5 -> 20
def upload_file():
# get mom_file and dad_file out of request.files
# create a new project in the database
# when saving the mom and dad files to server (somewhere in static folder),
# add the project id to the end of each file name.
# update the new project's database record to fill in the mom_url and dad_url attributes.
user = User.query.get(session['user_id'])
new_project = Project(user=user)
db.session.add(new_project)
db.session.commit()
project_id = str(new_project.project_id)
project_base_dir = os.path.join(app.config['UPLOAD_FOLDER'],
'project_' + project_id)
os.mkdir(project_base_dir)
mom_file = request.files['mom_file']
if mom_file.filename == '':
flash('No selected file')
return redirect('/new_project')
if mom_file and allowed_file(mom_file.filename):
filename = secure_filename(
mom_file.filename) #make sure file is secure
mom_file.save(os.path.join(project_base_dir,
filename)) #/uploads/name.jpeg
dad_file = request.files['dad_file']
if dad_file.filename == '':
flash('No selected file')
return redirect('/new_project')
if dad_file and allowed_file(dad_file.filename):
filename = secure_filename(
dad_file.filename) #make sure file is secure
dad_file.save(os.path.join(project_base_dir,
filename)) #/uploads/name.jpeg
new_project.mom_url = 'project_' + project_id + '/' + mom_file.filename
new_project.dad_url = 'project_' + project_id + '/' + dad_file.filename
mom = os.path.join(project_base_dir, mom_file.filename)
dad = os.path.join(project_base_dir, dad_file.filename)
facemorpher.averager(imgpaths=[mom, dad],
out_filename=os.path.join(project_base_dir,
'result.png'),
blur_edges=True,
alpha=True)
new_project.baby_url = os.path.join('project_' + project_id + '/',
'result.png')
db.session.commit()
avi_filename = os.path.join(project_base_dir, 'result.avi')
facemorpher.morpher([mom, dad], out_video=avi_filename)
#converts avi to mp4
ff = FFmpeg(inputs={avi_filename: None},
outputs={
os.path.join(project_base_dir, 'result.mp4'):
'-filter:v "setpts=3.0*PTS"'
})
ff.run()
new_project.baby_avi = avi_filename
new_project.baby_mp4 = os.path.join('project_' + project_id + '/',
'result.mp4')
db.session.commit()
return redirect("/results/" + project_id)
for m in models:
for em in emos:
outfr = os.path.join(outdir, ''.join(v) + m + '_' + em)
if os.path.exists(outfr) and len(glob(os.path.join(outfr,
'*'))) >= 50:
print('%s is already done...' % outfr)
else:
imgpaths = [
os.path.join(imdir, v[0] + m, v[0] + m + ne + suffix),
os.path.join(imdir, v[1] + m, v[1] + m + em + suffix)
]
if os.path.exists(imgpaths[0]) and os.path.exists(imgpaths[1]):
fm.morpher(imgpaths,
alpha=True,
width=w,
height=h,
num_frames=nframes,
fps=10,
out_frames=outfr,
out_video=None)
else:
print('missing %s/%s' % (imgpaths[0], imgpaths[1]))
noutdir = os.path.join(basedir, 'KDEF', 'out_norm')
if not os.path.exists(noutdir):
os.makedirs(noutdir)
def feather(img):
inner_kernel = np.ones((15, 15), np.uint8)
outer_kernel = np.ones((5, 5), np.uint8)
a_sm = cv2.erode(img[..., 3], inner_kernel)
def morphing(orginele_foto, morph_foto):
pictures = [orginele_foto, morph_foto]
facemorpher.morpher(pictures, plot=True, out_frames='output')
import facemorpher
# Get a list of image paths in a folder
imgpaths = facemorpher.list_imgpaths('imagefolder')
# To morph, supply an array of face images:
facemorpher.morpher(imgpaths, plot=True)
# To average, supply an array of face images:
facemorpher.averager(['image1.png', 'image2.png'], plot=True)
