def showArray(*args):
title,img = _showArray(*args)
if view is None:
img.show()
else:
title = title.replace("/","_")
fname = "/tmp/%s.png" % title.strip().replace(" ","_").lower()
img.save(fname)
view(fname)
def showArrayGrad(title, image, theta, grad=None):
from PIL import ImageDraw #@UnresolvedImport
title,img = _showArray(title, image)
img = img.convert("RGB")
draw = ImageDraw.Draw(img)
width, height = img.size
if grad is None:
grad = np.zeros_like(theta)
grad[:,:] = 5
else:
grad = grad.copy()
grad -= grad.min()
grad /= grad.max()
grad *= 10
cos = np.cos(theta*3.14159)
sin = np.sin(theta*3.14159)
for x in range(10,width-10,5):
for y in range(10,height-10,5):
i,j =y, x
dx = grad[i,j] * sin[i,j]
dy = grad[i,j] * cos[i,j]
try:
x1,y1 = int(x-dx), int(y-dy)
x2,y2 = int(x+dx), int(y+dy)
except ValueError:
# Nans happen
continue
a,b,c = img.getpixel((x,y))
grey = (a+b+c)/3
if grey > 128:
color="black"
else:
color = "white"
draw.line([(x1,y1),(x2,y2)],fill=color)
if view is None:
img.show()
else:
fname = "/tmp/%s.png" % title.strip().replace(" ","").lower()
img.save(fname)
view(fname)