`load_weights` requires h5py. about image-segmentation-keras

[lihao2333]

After I run sudo pip install h5py,it coms to

Traceback (most recent call last):
  File "train.py", line 51, in <module>
    m = modelFN( n_classes , input_height=input_height, input_width=input_width   )
  File "/home/Proj/T_keras/image-segmentation-keras/Models/VGGSegnet.py", line 56, in VGGSegnet
    vgg.load_weights(VGG_Weights_path)
  File "/usr/local/lib/python2.7/dist-packages/keras/engine/topology.py", line 2649, in load_weights
    with h5py.File(filepath, mode='r') as f:
  File "/usr/local/lib/python2.7/dist-packages/h5py/_hl/files.py", line 269, in __init__
    fid = make_fid(name, mode, userblock_size, fapl, swmr=swmr)
  File "/usr/local/lib/python2.7/dist-packages/h5py/_hl/files.py", line 99, in make_fid
    fid = h5f.open(name, flags, fapl=fapl)
  File "h5py/_objects.pyx", line 54, in h5py._objects.with_phil.wrapper
  File "h5py/_objects.pyx", line 55, in h5py._objects.with_phil.wrapper
  File "h5py/h5f.pyx", line 78, in h5py.h5f.open
IOError: Unable to open file (truncated file: eof = 86569520, sblock->base_addr = 0, stored_eoa = 553466928)

I print the varialbe filepath, it is actually the path of vgg16_weights_th_dim_ordering_th_kernels.h5 which I donwload.
What should I do ? Thanks a lot.

[lihao2333]

I found that I don't download h5 file completely, I download it again, then it raise

ValueError: Dimension 0 in both shapes must be equal, but are 102400 and 25088. Shapes are [102400,4096] and [25088,4096]. for 'Assign_26' (op: 'Assign') with input shapes: [102400,4096], [25088,4096].

And I found the solution on other issue. It works !!

[sammilei]

@lihao2333 Hi, How did you fix the issue of the shapes? I got the same issue.

[JordanMakesMaps]

See issue #3 for the solution. Do not enter a input width and height at command prompt.

[divamgupta]

Image segmentation keras has been updated with tensorflow support. This should fix the issue.