projet-long/submit.py
2017-08-21 18:00:07 +02:00

26 lines
684 B
Python

import os
from PIL import Image
from predict import *
from utils import encode
from unet_model import UNet
def submit(net, gpu=False):
dir = 'data/test/'
N = len(list(os.listdir(dir)))
with open('SUBMISSION.csv', 'w') as f:
f.write('img,rle_mask\n')
for index, i in enumerate(os.listdir(dir)):
print('{}/{}'.format(index, N))
img = Image.open(dir + i)
mask = predict_img(net, img, gpu)
enc = encode(mask)
f.write('{},{}\n'.format(i, ' '.join(map(str, enc))))
if __name__ == '__main__':
net = UNet(3, 1).cuda()
net.load_state_dict(torch.load('INTERRUPTED.pth'))
submit(net, True)