Spaces:
Runtime error
Runtime error
File size: 2,069 Bytes
f8fc500 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 |
"""
Please prepare the raw image datas save to one folder,
makesure the path is match to the train_file/test_file.
"""
from tf_record import *
import imageio
from PIL import Image
train_file = '../dataset/r2v_train.txt'
test_file = '../dataset/r2v_test.txt'
# debug
if __name__ == '__main__':
# write to TFRecord
train_paths = open(train_file, 'r').read().splitlines()
# test_paths = open(test_file, 'r').read().splitlines()
# write_record(train_paths, name='../dataset/jp_train.tfrecords')
# write_record(test_paths, name='../dataset/newyork_test.tfrecords')
# write_seg_record(train_paths, name='../dataset/jp_seg_train.tfrecords')
# write_seg_record(train_paths, name='../dataset/newyork_seg_train.tfrecords')
write_bd_rm_record(train_paths, name='../dataset/jp_train.tfrecords')
# write_bd_rm_record(train_paths, name='../dataset/all_train3.tfrecords')
# read from TFRecord
# loader_list = read_record('../dataset/jp_train.tfrecords')
# loader_list = read_seg_record('../dataset/jp_seg_train.tfrecords')
# loader_list = read_bd_rm_record('../dataset/newyork_bd_rm_train.tfrecords')
# loader_list = read_bd_rm_record('../dataset/jp_bd_rm_train.tfrecords')
# images = loader_list['images']
# bd_ind = loader_list['label_boundaries']
# rm_ind = loader_list['label_rooms']
# with tf.Session() as sess:
# # init all variables in graph
# sess.run(tf.group(tf.global_variables_initializer(),
# tf.local_variables_initializer()))
# coord = tf.train.Coordinator()
# threads = tf.train.start_queue_runners(sess=sess, coord=coord)
# image, bd, rm = sess.run([images, bd_ind, rm_ind])
# print 'sess run image shape = ',image.shape
# print 'sess run wall shape = ', bd.shape
# print 'sess run room shape =', rm.shape
# bd = np.argmax(np.squeeze(bd), axis=-1)
# rm = np.argmax(np.squeeze(rm), axis=-1)
# plt.subplot(231)
# plt.imshow(np.squeeze(image))
# plt.subplot(233)
# plt.imshow(bd)
# plt.subplot(234)
# plt.imshow(rm)
# plt.show()
# coord.request_stop()
# coord.join(threads)
# sess.close() |