import sys, math, Image
import os
def Distance(p1,p2):
dx = p2[0] - p1[0]
dy = p2[1] - p1[1]
return math.sqrt(dx*dx+dy*dy)
def ScaleRotateTranslate(image, angle, center = None, new_center = None, scale = None, resample=Image.BICUBIC):
if (scale is None) and (center is None):
return image.rotate(angle=angle, resample=resample)
nx,ny = x,y = center
sx=sy=1.0
if new_center:
(nx,ny) = new_center
if scale:
(sx,sy) = (scale, scale)
cosine = math.cos(angle)
sine = math.sin(angle)
a = cosine/sx
b = sine/sx
c = x-nx*a-ny*b
d = -sine/sy
e = cosine/sy
f = y-nx*d-ny*e
return image.transform(image.size, Image.AFFINE, (a,b,c,d,e,f), resample=resample)
def CropFace(image, eye_left=(0,0), eye_right=(0,0), offset_pct=(0.2,0.2), dest_sz = (70,70)):
offset_h = math.floor(float(offset_pct[0])*dest_sz[0])
offset_v = math.floor(float(offset_pct[1])*dest_sz[1])
eye_direction = (eye_right[0] - eye_left[0], eye_right[1] - eye_left[1])
rotation = -math.atan2(float(eye_direction[1]),float(eye_direction[0]))
dist = Distance(eye_left, eye_right)
reference = dest_sz[0] - 2.0*offset_h
scale = float(dist)/float(reference)
image = ScaleRotateTranslate(image, center=eye_left, angle=rotation)
crop_xy = (eye_left[0] - scale*offset_h, eye_left[1] - scale*offset_v)
crop_size = (dest_sz[0]*scale, dest_sz[1]*scale)
image = image.crop((int(crop_xy[0]), int(crop_xy[1]), int(crop_xy[0]+crop_size[0]), int(crop_xy[1]+crop_size[1])))
image = image.resize(dest_sz, Image.ANTIALIAS)
return image
def readFileNames():
try:
inFile = open('E:\\Project_Face\\Projects\\image_data.csv')
except:
raise IOError('There is no file named path_to_created_csv_file.csv in current directory.')
return False
picPath = []
picIndex = []
for line in inFile.readlines():
if line != '':
fields = line.rstrip().split(';')
picPath.append(fields[0])
picIndex.append(int(fields[1]))
return (picPath, picIndex)
if __name__ == "__main__":
[images, indexes]=readFileNames()
if not os.path.exists("modified"):
os.makedirs("modified")
for img in images:
image = Image.open(img)
CropFace(image, eye_left=(182,264), eye_right=(304,265), offset_pct=(0.1,0.1), dest_sz=(200,200)).save(".\\modified\\"+img.rstrip().split('\\')[5]+"_10_10_200_200.jpg")
CropFace(image, eye_left=(182,264), eye_right=(304,265), offset_pct=(0.2,0.2), dest_sz=(200,200)).save(".\\modified\\"+img.rstrip().split('\\')[5]+"_20_20_200_200.jpg")
CropFace(image, eye_left=(182,264), eye_right=(304,265), offset_pct=(0.3,0.3), dest_sz=(200,200)).save(".\\modified\\"+img.rstrip().split('\\')[5]+"_30_30_200_200.jpg")
CropFace(image, eye_left=(182,264), eye_right=(304,265), offset_pct=(0.2,0.2)).save("_20_20_70_70.jpg").save(".\\modified\\"+img.rstrip().split('\\')[5]+"_20_20_70_70.jpg")