Comments (4)
Thank you @Geoyi, it solved my problem!
from pixel-decoder.
@chelm, pretty cool that you tried it out and filed the first issue ever on this repo. I fixed the dependencies on requirement.txt, do you want to give another try?
from pixel-decoder.
Hello,
Thanks for sharing your project!
I still got conflict versions with the update of requirements.txt
Here are the bugs I met:
-
Conflicting versions of
decorator
pkg_resources.ContextualVersionConflict: (decorator 4.1.2 (/usr/local/lib/python3.6/dist-packages), Requirement.parse('decorator>=4.3.0'), {'networkx'})
fixed by upgrading
decorator
to 4.3.0 and changing the corresponding line inrequirements.txt
-
Missing packages
ModuleNotFoundError: No module named 'tensorflow'
and
ModuleNotFoundError: No module named 'cv2'
so I installed
tensorflow
andopencv-python
-
I was using Keras 2.2.2 but
from keras.applications.imagenet_utils import _obtain_input_shape ImportError: cannot import name '_obtain_input_shape'
I turned
keras.applications.imagenet_utils
tokeras_applications.imagenet_utils
, it seems to do the trick.
There are also conflicts withtensorflow 1.11.0
:keras 2.2.2 has requirement keras-applications==1.0.4, but you'll have keras-applications 1.0.5 which is incompatible. keras 2.2.2 has requirement keras-preprocessing==1.0.2, but you'll have keras-preprocessing 1.0.3 which is incompatible.
So I downgraded tensorflow to version 1.10.0
I was then able to start the training. But I got another error then... I'm not sure if it's from the changes I made or something else. It happens when it will start the 1st epoch training. Here is the complete error, tell me whether it worth opening a new issue:
Traceback (most recent call last):
File "/home/pauline/Documents/POCteledetection/pixel-decoder/venv/bin/pixel_decoder", line 11, in <module>
load_entry_point('pixel-decoder', 'console_scripts', 'pixel_decoder')()
File "/home/pauline/Documents/POCteledetection/pixel-decoder/pixel_decoder/main.py", line 75, in cli
main(args.pop('command'), **args)
File "/home/pauline/Documents/POCteledetection/pixel-decoder/pixel_decoder/main.py", line 56, in main
train(**kwargs)
File "/home/pauline/Documents/POCteledetection/pixel-decoder/pixel_decoder/train.py", line 70, in train
callbacks=[model_checkpoint])
File "/home/pauline/Documents/POCteledetection/pixel-decoder/venv/lib/python3.6/site-packages/keras/legacy/interfaces.py", line 91, in wrapper
return func(*args, **kwargs)
File "/home/pauline/Documents/POCteledetection/pixel-decoder/venv/lib/python3.6/site-packages/keras/engine/training.py", line 1415, in fit_generator
initial_epoch=initial_epoch)
File "/home/pauline/Documents/POCteledetection/pixel-decoder/venv/lib/python3.6/site-packages/keras/engine/training_generator.py", line 213, in fit_generator
class_weight=class_weight)
File "/home/pauline/Documents/POCteledetection/pixel-decoder/venv/lib/python3.6/site-packages/keras/engine/training.py", line 1215, in train_on_batch
outputs = self.train_function(ins)
File "/home/pauline/Documents/POCteledetection/pixel-decoder/venv/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py", line 2666, in __call__
return self._call(inputs)
File "/home/pauline/Documents/POCteledetection/pixel-decoder/venv/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py", line 2636, in _call
fetched = self._callable_fn(*array_vals)
File "/home/pauline/Documents/POCteledetection/pixel-decoder/venv/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1382, in __call__
run_metadata_ptr)
File "/home/pauline/Documents/POCteledetection/pixel-decoder/venv/lib/python3.6/site-packages/tensorflow/python/framework/errors_impl.py", line 519, in __exit__
c_api.TF_GetCode(self.status.status))
tensorflow.python.framework.errors_impl.InvalidArgumentError: Incompatible shapes: [786432] vs. [262144]
[[Node: metrics/dice_coef/mul = Mul[T=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"](metrics/dice_coef/Reshape, metrics/dice_coef/Reshape_1)]]
from pixel-decoder.
@paumillet, thanks for posting the issue.
Can you make a pull request to the requirement.txt
on what you've installed for tensorflow
and opencv-python
?
The error you got was from the label data, and you may want to look into another issue, I posted a solution there. Hope that is helpful if you keep getting error, let me know.
from pixel-decoder.
Related Issues (3)
- Problems with training.py HOT 1
- Issue while Training HOT 3
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from pixel-decoder.