Open bsivavenu opened 4 years ago
Hi @bsivavenu you might want to downgrade your tensorflow version. I think you are running ver. 2.0
Please check using:
import tensorflow as tf print(tf.__version__)
Hi @bsivavenu you might want to downgrade your tensorflow version. I think you are running ver. 2.0 Please check using:
import tensorflow as tf print(tf.__version__)
thx for reply, which version i shd install, there is no specific version mentioned, i cn downgrade upto 1.13 only, hw shd i proceed ?
Maybe you can try lower version of tensorflow like 1.4,
I tried all tensorflow versions 1.13-2.0 and I still get the same errors. Any updates regarding this thread? Thanks !
Thanks Ahmad! It worked for me by running a completely independent virtual environment with a fresh install and specific tensor flow=1.13.1 and keras=2.1.0 versions
Rami
On Nov 26, 2019, at 11:02 AM, ahmadasghar1992 notifications@github.com wrote:
I got it solved by downloading the shapely (.whl) file manually. Download the file from the following link. Be sure to check the Python version. Mine is Python 3.6 with Win 10 64 so I downloaded Shapely-1.6.4.post2-cp36-cp36m-win_amd64. Yours can be different, be sure to check.
Link to download the file https://www.lfd.uci.edu/~gohlke/pythonlibs/#shapely https://www.lfd.uci.edu/~gohlke/pythonlibs/#shapely — You are receiving this because you commented. Reply to this email directly, view it on GitHub https://github.com/matterport/Mask_RCNN/issues/1797?email_source=notifications&email_token=AMLN7INB4MZIPCMLEGAIAVLQVVCBLA5CNFSM4JA7FMB2YY3PNVWWK3TUL52HS4DFVREXG43VMVBW63LNMVXHJKTDN5WW2ZLOORPWSZGOEFGQX6A#issuecomment-558697464, or unsubscribe https://github.com/notifications/unsubscribe-auth/AMLN7IMASHWZIMVJU257Y73QVVCBLANCNFSM4JA7FMBQ.
If you can find the exact line where tf.log
is used, try tf.math.log
instead.
i downloaded mask_rcnn_coco.h5 weights and installed pycocotools also and when i try to run demo.ipynb. i am getting this error as AttributeError: module 'tensorflow' has no attribute 'log' , please help i am still learning. I installed all the requoremnts.txt file also. please help.
AttributeError Traceback (most recent call last) in 1 # Create model object in inference mode. ----> 2 model = modellib.MaskRCNN(mode="inference", model_dir=MODEL_DIR, config=config) 3 4 # Load weights trained on MS-COCO 5 model.load_weights(COCO_MODEL_PATH, by_name=True)
this is the error im getting
Could you figure out the solution? I'm facing the same issue too.
Hi @bsivavenu you might want to downgrade your tensorflow version. I think you are running ver. 2.0 Please check using:
import tensorflow as tf print(tf.__version__)
Could you be specific as to what version of tensorflow I should downgrade mine to?
If you can find the exact line where
tf.log
is used, trytf.math.log
instead.
I have tried that but unfortunately it doesn't work.
So I managed to fix the issue. There are two solutions.
Either you manually change all the bits of code that needs to be updated from v1 to v2 in the model.py file such as tf.log
to tf.math.log
but you will need to do it for every single issue that is raised after (which is a pain).
Or you can create a separate environment with TensorFlow version 1.13.1 and keras 2.1.0. It should do the trick :)
It still use old version of tf library.
So what I did is find the replacement functions and replace it on model.py
file.
I'll copy+paste changed code here and you use and compare yourself.
Summary:
tf.log()
-> tf.math.log()
tf.sets.set_intersection()
-> tf.sets.intersection()
tf.sparse_tensor_to_dense()
-> tf.sparse.to_dense()
tf.to_float()
-> tf.cast([value], tf.float32)
Hi, I managed to run the code on tensorflow v2 without manually editing the code.
There is a script that automatically migrates old TF-1 code to TF-2 code. From terminal just execute:
tf_upgrade_v2 \
--intree my_project/ \
--outtree my_project_v2/ \
--reportfile report.txt
The script is part of TensorFlow 2. I've taken the above code from this official guide.
It should fix the issue. Cheers.
Hey, I've tested the official upgrade command.
First I was in the project folder, then I
cd ..
Since I don't need another backup, I use the following command, according to the help instruction.
tf_upgrade_v2 --intree Mask_RCNN --inplace --reportfile report.txt
Mask_RCNN is where I clone the whole repo. And it works.
Please use these specifications : numpy scipy Pillow cython matplotlib scikit-image tensorflow>=1.13.1 keras>=2.2.0 opencv-python h5py imgaug IPython[all]
as the requirements.txt file use pip install -r requirements.txt and voila! it works for me.
in model.py you should change: import tensorflow as tf to: import tensorflow.compat.v1 as tf tf.disable_v2_behavior()
and then python setup.py install
IF you are using TF2.0 then
Just change tf.logging
to tf.compat.v1.logging
It worked for me
in model.py you should change: import tensorflow as tf to: import tensorflow.compat.v1 as tf tf.disable_v2_behavior()
and then python setup.py install
Hi mouhannadali, I'm a complete beginner and I don't know how to do what you are saying. Can you tell me step by step? How do I make changes in model.py
@soliverc Your solution is correct... I'm using Tensorflow 2.1
tf.log -> tf.math.log solved my probem.
@soliverc Your solution is correct... I'm using Tensorflow 2.1
tf.log -> tf.math.log solved my probem.
May I ask which versions of python and keras you are using
@Selolo28
➜ ~ pip show tensorflow
Name: tensorflow
Version: 2.1.0
Summary: TensorFlow is an open source machine learning framework for everyone.
Home-page: https://www.tensorflow.org/
Author: Google Inc.
Author-email: packages@tensorflow.org
License: Apache 2.0
Location: ~/.local/lib/python3.6/site-packages
Requires: protobuf, grpcio, google-pasta, keras-preprocessing, tensorboard, tensorflow-estimator, astunparse, absl-py, numpy, six, termcolor, wheel, scipy, h5py, wrapt, gast, opt-einsum
Required-by:
➜ ~ pip show keras
Name: Keras
Version: 2.3.1
Summary: Deep Learning for humans
Home-page: https://github.com/keras-team/keras
Author: Francois Chollet
Author-email: francois.chollet@gmail.com
License: MIT
Location: ~/.local/lib/python3.6/site-packages/Keras-2.3.1-py3.6.egg
Requires: numpy, scipy, six, pyyaml, h5py, keras-applications, keras-preprocessing
Required-by:
➜ ~ python --version
Python 3.6.9
@Selolo28
➜ ~ pip show tensorflow Name: tensorflow Version: 2.1.0 Summary: TensorFlow is an open source machine learning framework for everyone. Home-page: https://www.tensorflow.org/ Author: Google Inc. Author-email: packages@tensorflow.org License: Apache 2.0 Location: ~/.local/lib/python3.6/site-packages Requires: protobuf, grpcio, google-pasta, keras-preprocessing, tensorboard, tensorflow-estimator, astunparse, absl-py, numpy, six, termcolor, wheel, scipy, h5py, wrapt, gast, opt-einsum Required-by: ➜ ~ pip show keras Name: Keras Version: 2.3.1 Summary: Deep Learning for humans Home-page: https://github.com/keras-team/keras Author: Francois Chollet Author-email: francois.chollet@gmail.com License: MIT Location: ~/.local/lib/python3.6/site-packages/Keras-2.3.1-py3.6.egg Requires: numpy, scipy, six, pyyaml, h5py, keras-applications, keras-preprocessing Required-by: ➜ ~ python --version Python 3.6.9
All same but it didn't work for me. I wonder if I'm doing it wrong. Which model file did you edit? Can you give me the cd
@Selolo28
➜ ~ pip show tensorflow Name: tensorflow Version: 2.1.0 Summary: TensorFlow is an open source machine learning framework for everyone. Home-page: https://www.tensorflow.org/ Author: Google Inc. Author-email: packages@tensorflow.org License: Apache 2.0 Location: ~/.local/lib/python3.6/site-packages Requires: protobuf, grpcio, google-pasta, keras-preprocessing, tensorboard, tensorflow-estimator, astunparse, absl-py, numpy, six, termcolor, wheel, scipy, h5py, wrapt, gast, opt-einsum Required-by: ➜ ~ pip show keras Name: Keras Version: 2.3.1 Summary: Deep Learning for humans Home-page: https://github.com/keras-team/keras Author: Francois Chollet Author-email: francois.chollet@gmail.com License: MIT Location: ~/.local/lib/python3.6/site-packages/Keras-2.3.1-py3.6.egg Requires: numpy, scipy, six, pyyaml, h5py, keras-applications, keras-preprocessing Required-by: ➜ ~ python --version Python 3.6.9
All same but it didn't work for me. I wonder if I'm doing it wrong. Which model file did you edit? Can you give me the cd
I had the same issue. i am using tensorflow 2.1.0, python 3.6.10 and keras 2.3.1 there is 2 different .py files u have to edit. one of them is model.py and the other one is utils.py both of them is under "C:\Anaconda3\envs\"YOUR ENV NAME"\Lib\site-packages\mrcnn" direction for me.
Hello everybody, this is the code running from google colaboratory.
Hello everybody, this is the code running from google colaboratory.
Thanks for this.
Hello everybody, this is the code running from google colaboratory.
You are a star. Thanks for sharing.
Hello everybody, this is the code running from google colaboratory.
Thank you bro
Hello everybody, this is the code running from google colaboratory. MaskRCNN_180420.zip
Thank you bro
i downloaded mask_rcnn_coco.h5 weights and installed pycocotools also and when i try to run demo.ipynb. i am getting this error as AttributeError: module 'tensorflow' has no attribute 'log' , please help i am still learning. I installed all the requoremnts.txt file also. please help.
AttributeError Traceback (most recent call last) in 1 # Create model object in inference mode. ----> 2 model = modellib.MaskRCNN(mode="inference", model_dir=MODEL_DIR, config=config) 3 4 # Load weights trained on MS-COCO 5 model.load_weights(COCO_MODEL_PATH, by_name=True)
this is the error im getting
Did you solve this?
Yes I solve it
Le mer. 29 avr. 2020 à 21:31, ShashiAdhikari notifications@github.com a écrit :
Hello everybody, this is the code running from google colaboratory. MaskRCNN_180420.zip https://github.com/matterport/Mask_RCNN/files/4499391/MaskRCNN_180420.zip
Thank you bro
i downloaded mask_rcnn_coco.h5 weights and installed pycocotools also and when i try to run demo.ipynb. i am getting this error as AttributeError: module 'tensorflow' has no attribute 'log' , please help i am still learning. I installed all the requoremnts.txt file also. please help.
*AttributeError Traceback (most recent call last) in 1 # Create model object in inference mode. ----> 2 model = modellib.MaskRCNN(mode="inference", model_dir=MODEL_DIR, config=config) 3 4
Load weights trained on MS-COCO 5 model.load_weights(COCO_MODEL_PATH,
by_name=True)*
this is the error im getting
Did you solve this?
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You still have the problem ??
Le mer. 29 avr. 2020 à 21:39, ayoub lahkim ayoublahkim2018@gmail.com a écrit :
Yes I solve it
Le mer. 29 avr. 2020 à 21:31, ShashiAdhikari notifications@github.com a écrit :
Hello everybody, this is the code running from google colaboratory. MaskRCNN_180420.zip https://github.com/matterport/Mask_RCNN/files/4499391/MaskRCNN_180420.zip
Thank you bro
i downloaded mask_rcnn_coco.h5 weights and installed pycocotools also and when i try to run demo.ipynb. i am getting this error as AttributeError: module 'tensorflow' has no attribute 'log' , please help i am still learning. I installed all the requoremnts.txt file also. please help.
*AttributeError Traceback (most recent call last) in 1 # Create model object in inference mode. ----> 2 model = modellib.MaskRCNN(mode="inference", model_dir=MODEL_DIR, config=config) 3 4
Load weights trained on MS-COCO 5 model.load_weights(COCO_MODEL_PATH,
by_name=True)*
this is the error im getting
Did you solve this?
— You are receiving this because you commented. Reply to this email directly, view it on GitHub https://github.com/matterport/Mask_RCNN/issues/1797#issuecomment-621475667, or unsubscribe https://github.com/notifications/unsubscribe-auth/API7ULFLA5VH5XCO5AQGQUDRPCMCHANCNFSM4JA7FMBQ .
Yes I solve it Le mer. 29 avr. 2020 à 21:31, ShashiAdhikari notifications@github.com a écrit : … Hello everybody, this is the code running from google colaboratory. MaskRCNN_180420.zip https://github.com/matterport/Mask_RCNN/files/4499391/MaskRCNN_180420.zip Thank you bro i downloaded mask_rcnn_coco.h5 weights and installed pycocotools also and when i try to run demo.ipynb. i am getting this error as AttributeError: module 'tensorflow' has no attribute 'log' , please help i am still learning. I installed all the requoremnts.txt file also. please help. AttributeError Traceback (most recent call last) in 1 # Create model object in inference mode. ----> 2 model = modellib.MaskRCNN(mode="inference", model_dir=MODEL_DIR, config=config) 3 4 # Load weights trained on MS-COCO 5 model.load_weights(COCO_MODEL_PATH, by_name=True) this is the error im getting Did you solve this? — You are receiving this because you commented. Reply to this email directly, view it on GitHub <#1797 (comment)>, or unsubscribe https://github.com/notifications/unsubscribe-auth/API7ULFLA5VH5XCO5AQGQUDRPCMCHANCNFSM4JA7FMBQ .
Yeah I tried it running in my local it shows me this error.txt
you shoud install this and do it in google cloab it work you all need to execut if you still have problem send me a message
Le mer. 29 avr. 2020 à 21:44, ShashiAdhikari notifications@github.com a écrit :
Yes I solve it Le mer. 29 avr. 2020 à 21:31, ShashiAdhikari notifications@github.com a écrit : … <#m_7227725484094521708m-5933515354825390567_> Hello everybody, this is the code running from google colaboratory. MaskRCNN_180420.zip https://github.com/matterport/Mask_RCNN/files/4499391/MaskRCNN_180420.zip Thank you bro i downloaded mask_rcnn_coco.h5 weights and installed pycocotools also and when i try to run demo.ipynb. i am getting this error as AttributeError: module 'tensorflow' has no attribute 'log' , please help i am still learning. I installed all the requoremnts.txt file also. please help. *AttributeError Traceback (most recent call last) in 1 # Create model object in inference mode. ----> 2 model = modellib.MaskRCNN(mode="inference", model_dir=MODEL_DIR, config=config) 3 4
Load weights trained on MS-COCO 5 model.load_weights(COCO_MODEL_PATH,
by_name=True)* this is the error im getting Did you solve this? — You are receiving this because you commented. Reply to this email directly, view it on GitHub <#1797 (comment) https://github.com/matterport/Mask_RCNN/issues/1797#issuecomment-621475667>, or unsubscribe https://github.com/notifications/unsubscribe-auth/API7ULFLA5VH5XCO5AQGQUDRPCMCHANCNFSM4JA7FMBQ .
Yeah I tried it running in my local it shows me this error.txt https://github.com/matterport/Mask_RCNN/files/4554771/error.txt
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this works.
Great
Le mer. 29 avr. 2020 à 22:39, ShashiAdhikari notifications@github.com a écrit :
this works.
— You are receiving this because you commented. Reply to this email directly, view it on GitHub https://github.com/matterport/Mask_RCNN/issues/1797#issuecomment-621504502, or unsubscribe https://github.com/notifications/unsubscribe-auth/API7ULHJ2GGGUB7BU5C4G5LRPCUBPANCNFSM4JA7FMBQ .
You shoud go to your code model.py and add the code
Le jeu. 30 avr. 2020 à 20:02, Boyetuhin notifications@github.com a écrit :
hi, I have a problem, seems like no one work on it.
Mask-RCNN on video to remove background issues I'm done with image segmentation on image/video, now I didn't find any clue to remove the background of this segmented video. In matterport Repo ----> ( https://colab.research.google.com/github/zaidalyafeai/Notebooks/blob/master/Mask_RCNN.ipynb ) they use the following code to remove the segmented image background------>
`def segment(image, r): idx = r['scores'].argmax() mask = r['masks'][:,:,idx] mask = np.stack((mask,)3, axis=-1) mask = mask.astype('uint8') bg = 255 - mask * 255 mask_img = imagemask result = mask_img+ bg return result
segmentation = segment(image, r) plt.subplots(1, figsize=(16, 16)) plt.axis('off') plt.imshow(np.concatenate([image, segmentation], axis = 1))`
How can I use the same for the video to remove the background?
https://colab.research.google.com/drive/1akpTRMrebgCCvFV_B-G9ADfhEaoPnUSY#scrollTo=md3eCFXQbGue
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You shoud go to your code model.py and add the code Le jeu. 30 avr. 2020 à 20:02, Boyetuhin notifications@github.com a écrit : … hi, I have a problem, seems like no one work on it. Mask-RCNN on video to remove background issues I'm done with image segmentation on image/video, now I didn't find any clue to remove the background of this segmented video. In matterport Repo ----> ( https://colab.research.google.com/github/zaidalyafeai/Notebooks/blob/master/Mask_RCNN.ipynb ) they use the following code to remove the segmented image background------>
def segment(image, r): idx = r['scores'].argmax() mask = r['masks'][:,:,idx] mask = np.stack((mask,)3, axis=-1) mask = mask.astype('uint8') bg = 255 - mask * 255 mask_img = imagemask result = mask_img+ bg return result segmentation = segment(image, r) plt.subplots(1, figsize=(16, 16)) plt.axis('off') plt.imshow(np.concatenate([image, segmentation], axis = 1))
How can I use the same for the video to remove the background? https://colab.research.google.com/drive/1akpTRMrebgCCvFV_B-G9ADfhEaoPnUSY#scrollTo=md3eCFXQbGue — You are receiving this because you commented. Reply to this email directly, view it on GitHub <#1797 (comment)>, or unsubscribe https://github.com/notifications/unsubscribe-auth/API7ULFDMJTDISADVAXF4CDRPHKNDANCNFSM4JA7FMBQ .
can you explain the detail of how you solve it? Your help would be appreciated
@oubalah I have tried a few things, but I am still getting the error.
339 def log2_graph(x):
340 """Implementation of Log2. TF doesn't have a native implementation."""
--> 341 return tf.log(x) / tf.log(2.0)
342
343
AttributeError: module 'tensorflow' has no attribute 'log'
Do you perhaps have any more options? I have tried enabling and disabling the tf.compat.v1 imports as well, but that doesn't work.
use this code it is working
Le jeu. 21 mai 2020 à 12:54, StijnBerendse notifications@github.com a écrit :
@oubalah https://github.com/oubalah I have tried a few things, but I am still getting the error.
339 def log2_graph(x): 340 """Implementation of Log2. TF doesn't have a native implementation.""" --> 341 return tf.log(x) / tf.log(2.0) 342 343
AttributeError: module 'tensorflow' has no attribute 'log'
Do you perhaps have any more options? I have tried enabling and disabling the tf.compat.v1 imports as well, but that doesn't work.
— You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub https://github.com/matterport/Mask_RCNN/issues/1797#issuecomment-632020564, or unsubscribe https://github.com/notifications/unsubscribe-auth/API7ULBLSHAMRQTFUBURAOLRSUB4XANCNFSM4JA7FMBQ .
I am using your code, but somehow it didn't fix my problem
Weird I have just use it and it's working good go to Google colab and use it
Le jeu. 21 mai 2020 à 11:26, StijnBerendse notifications@github.com a écrit :
I am using your code, but somehow it didn't fix my problem
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Oh then that might be the problem. I am using jupyter notebook. Thanks!
You welcome
Le jeu. 21 mai 2020 à 11:31, StijnBerendse notifications@github.com a écrit :
Oh then that might be the problem. I am using jupyter notebook. Thanks!
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If it's working tell me
Le jeu. 21 mai 2020 à 11:32, ayoub lahkim ayoublahkim2018@gmail.com a écrit :
You welcome
Le jeu. 21 mai 2020 à 11:31, StijnBerendse notifications@github.com a écrit :
Oh then that might be the problem. I am using jupyter notebook. Thanks!
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Thanks
If it's working tell me Le jeu. 21 mai 2020 à 11:32, ayoub lahkim ayoublahkim2018@gmail.com a écrit : … You welcome Le jeu. 21 mai 2020 à 11:31, StijnBerendse @.***> a écrit : > Oh then that might be the problem. I am using jupyter notebook. Thanks! > > — > You are receiving this because you were mentioned. > Reply to this email directly, view it on GitHub > <#1797 (comment)>, > or unsubscribe > https://github.com/notifications/unsubscribe-auth/API7ULFN22POPCIQUNWJP23RSUGKXANCNFSM4JA7FMBQ > . >
Thanks dude its working !
Help me pleas
Traceback (most recent call last):
File "C:\WWW\convert\convert all\mrcnn_serving_ready-master\convert\convert.py", line 241, in
If you can find the exact line where
tf.log
is used, trytf.math.log
instead.
still, this didn't work for me. I got this one:
--> 341 return tf.math.log(x) / tf.math.log(2.0) 342 343
AttributeError: module 'tensorflow' has no attribute 'log'
Hey, I've tested the official upgrade command.
First I was in the project folder, then I
cd ..
Since I don't need another backup, I use the following command, according to the help instruction.
tf_upgrade_v2 --intree Mask_RCNN --inplace --reportfile report.txt
Mask_RCNN is where I clone the whole repo. And it works.
Hi, I tried this but still getting the AttributeError: module 'tensorflow' has no attribute 'log'
I am using Kaggle with tensorflow version 2.2.0
So I managed to fix the issue. There are two solutions. Either you manually change all the bits of code that needs to be updated from v1 to v2 in the model.py file such as
tf.log
totf.math.log
but you will need to do it for every single issue that is raised after (which is a pain).Or you can create a separate environment with TensorFlow version 1.13.1 and keras 2.1.0. It should do the trick :)
That works. Thank you!
If you can find the exact line where
tf.log
is used, trytf.math.log
instead.
It works ! Thank you very much !
i am getting error on tf has no attribute log using tensorflow v 2.2 or higher and keras 2.3.4 and also it does not work on lower versions in colab ? Can anyone have any idea how to do it ? Except v 1.4, it doesn't work with all versions. But v 1.4 have compatibility issue with keras.
Hi! kindly see this issue https://github.com/matterport/Mask_RCNN/issues/2312 there is a pointer to the same implementation that supports TensorFlow 2=> (with GPU). If this solves your problem kindly close the issue so as others can navigate to other issues easier
i downloaded mask_rcnn_coco.h5 weights and installed pycocotools also and when i try to run demo.ipynb. i am getting this error as AttributeError: module 'tensorflow' has no attribute 'log' , please help i am still learning. I installed all the requoremnts.txt file also. please help.
**AttributeError Traceback (most recent call last)