So first, I'm in a mission on AI's college group. I have a dataset with many faces in PGM P2(ASCII) format. Before starting Neural Network proccess, I need to extract the array of pixels from images, but I can't found a way to read these images in Python.
I've already tried PIL but it doesn't work with PGM P2.
Can I do this in Python? Any help would be much appreciated.
I know it's a little late to answer but I ran into the same issue and I thought it might be useful to post my solution. There does not seem to exist a library that reads ASCII based PGM (P2) on Python.
Here is my function, it takes in the name of the file and returns a tuple with: (1) A 1xn numpy array with the data, (2) A tuple containing the length and width, (3) The number of shades of gray.
import numpy as np
import matplotlib.pyplot as plt
def readpgm(name):
with open(name) as f:
lines = f.readlines()
# Ignores commented lines
for l in list(lines):
if l[0] == '#':
lines.remove(l)
# Makes sure it is ASCII format (P2)
assert lines[0].strip() == 'P2'
# Converts data to a list of integers
data = []
for line in lines[1:]:
data.extend([int(c) for c in line.split()])
return (np.array(data[3:]),(data[1],data[0]),data[2])
data = readpgm('/location/of/file.pgm')
plt.imshow(np.reshape(data[0],data[1])) # Usage example