284 - Installing Mask RCNN and troubleshooting errors

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Installing Mask RCNN for Windows on Python 3.7 and TensorFlow 2.2.

Link to the original repo from matterport that works on TF1.x:

Link to the repo that works on TF2.x :

numpy==1.20.3
scipy==1.4.1
Pillow==8.4.0
cython==0.29.24
matplotlib
scikit-image==0.16.2
tensorflow==2.2.0
keras==2.3.1
opencv-python==4.5.4.60
h5py==2.10.0
imgaug==0.4.0
IPython[all]
  1. DigitalSreeni
  2. microscopy
  3. python
  4. image processing
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Комментарии
Автор

I used and got a TypeError: Unable to extract _thread.RLock object, could someone tell me how to fix it?

zanelu
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I really want to thank you to make such videos. It's very helpful.I have learnt a lot from your videos, the way you explain is really appreciable.

souravkumarkhan
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I sincerely want to say Thank you for your periodic nice videos!

blabean
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Even after 9 months this video is very much accurate. Very detailed and on point. It worked for me so well. Thankyou @DigitalSreeni for this yet another amazing tutorial.

rajatvardam
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That's was an amazing tutorial and I'm really excited with this series. Thank you so much!

ivan
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Hi Sreeni, many thanks for this. Can you please share the version of CUDA and cuDNN, Nvidia driver, device...etc please. I'm trying to use a Geforce 2080 with CUDA 11.4, cuDNN 8.2, Py 3.8 and it runs into loads of issues :D.

thanks in advance !

michaelfenelon
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Another excellent video, well explained step by step!!! Congrats

MatheusHenrique-jzdc
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i am not able to convert zip to egg simply by changing the extension and couldn't copy the same in site packages can u tell me the solution please

ACNDTSHM
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Hello, Do we need to point out clearly tensorflow-gpu==2.2.0 in the requirement file, Sir? Thank you.

TheInspiry
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is this possible to do in google colab?

muris
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Thank you for the tutorials
how can I print mrcnn_class_loss, mrcnn_bbox_loss, rpn_box_loss, rpn_class_loss ?

ShreyanshDoshi-tr
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Thank you so much for this tutorial but I faced an issue while installing the requirements.txt, it says ERROR: Failed building wheel for h5py. Please help me to solve this problem.

rosaaulia
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Dear Sreeni, KIndly look into my query commented below and suggest me to solve the issue for this tutorial. Additionally, compatibility issues of the OS and different python module while running in local PC. I am requesting you to make a video in google colab so that we can utilise GPU as well as get rid of compatibility issues.

vikashkumar-cree
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Hello, is there a way to run mask r-cnn on google colab? As of now, you can’t downgrade tensorflow to something older than 2.8.0 and it’s not working on the current tensorflow version and I’m not sure even sure if there are any compatibility issues

mohammaddawood
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Sir, how can I cxport roi, mask layer to my drive?

geospatial
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@DigitalSreeni i tried this, but my spyder is stuck after epoch 1/1, showing no error message.

KrešimirMarkota
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Thank you very much for the informative videos.
I would like to ask if we can convert yolov4-darknet bounding boxes to the Mask RCNN format?

Also,
why is it 131?

karishmathumu
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The result is loss: nan - val_loss: nan. Considering that there may be a zero division problem, the code has been edited, but no solution has been found. Has anyone encountered a problem like this?

halitcetiner
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Can we do it newer versions of Python ? Also Why Keras is never found ? Why!? Please

captainofthewhitetower
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Which are the requirements if I want to work with tensorflow and keras GPU? @DigitalSreeni

AlvaroVR