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Image segmentation with keras. FCN, Unet, DeepLab V3 plus, Mask RCNN ... etc.

License: MIT License

Python 100.00%

keras-image-segmentation's Issues

steps_per_epoch=3475?

hi,i have a question,why steps_per_epoch=3475 while not steps_per_epoch=2975 ?the number of the train datasets of cityscapes is 2975,Thank you very much and look forward to your reply

What is dataset_parser.generator?

Traceback (most recent call last):
File "train.py", line 12, in
from dataset_parser.generator import data_generator
ImportError: No module named dataset_parser.generator

What error is it?How can I solve it?

After resolving _init_.py...

Traceback (most recent call last):
File "train.py", line 42, in
lr_init=lr_init, lr_decay=lr_decay, vgg_weight_path=vgg_path)
File "/home/atsushi/keras/work/keras-image-segmentation/model/fcn.py", line 111, in fcn_8s
x = Lambda(lambda x: tf.image.resize_images(x, (x.shape[1] * 2, x.shape[2] * 2)))(x)
File "/home/atsushi/.local/lib/python2.7/site-packages/keras/engine/topology.py", line 617, in call
output = self.call(inputs, **kwargs)
File "/home/atsushi/.local/lib/python2.7/site-packages/keras/layers/core.py", line 663, in call
return self.function(inputs, **arguments)
File "/home/atsushi/keras/work/keras-image-segmentation/model/fcn.py", line 111, in
x = Lambda(lambda x: tf.image.resize_images(x, (x.shape[1] * 2, x.shape[2] * 2)))(x)
File "/home/atsushi/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/ops/image_ops_impl.py", line 746, in resize_images
raise ValueError(''size' must be a 1-D int32 Tensor')
ValueError: 'size' must be a 1-D int32 Tensor

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