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matterport / Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
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Official matterport support for Tensorflow 2.x #2425

Open vkramdev opened 3 years ago

vkramdev commented 3 years ago

The repository is using 1.1x version of tensorflow and tf2 is released and is more widely used version of tf.Also tf2 seems to be becoming default for newer implementation with keras. Does matterport have any plans to upgrade the repo to tf2 from the current tf1.x based implementation.

Thanks

kimile599 commented 3 years ago

I don't see any official upgrade yet from matterport. But i see somewhere on kaggle someone is rewriting it in tf2.

omar16100 commented 3 years ago

@kimile599 Was looking for it and couldn't find. Can you please share the link?

kimile599 commented 3 years ago

@kimile599 Was looking for it and couldn't find. Can you please share the link?

Sorry man. I used to see it somewhere in kaggle. I don't save the link

kimile599 commented 3 years ago

@kimile599 Was looking for it and couldn't find. Can you please share the link?

https://github.com/ahmedfgad/Mask-RCNN-TF2 I happen to find this here. Not sure if it is working. Hope this helps.

omar16100 commented 3 years ago

@kimile599 Thank you so much for sharing!

kimile599 commented 3 years ago

@kimile599 Thank you so much for sharing!

I have tried whole night for making this running but still couldn't. It seems the tf and keras version matching issues. This one might be helpful. Let me know if you make it running and share your tf and keras versions. https://github.com/matterport/Mask_RCNN/issues/1930

omar16100 commented 3 years ago

@kimile599 I have tried a few times and still wasn't able to get it running.

Planning to experiment in the coming days and will update if I can get it working.

kiflowb777 commented 3 years ago

Please look at: https://blog.paperspace.com/mask-r-cnn-tensorflow-2-0-keras/ https://www.immersivelimit.com/tutorials/mask-rcnn-for-windows-10-tensorflow-2-cuda-101 https://github.com/tomgross/Mask_RCNN/tree/tensorflow-2.0 https://github.com/leekunhee/Mask_RCNN/tree/tensorflow2.0 https://github.com/akTwelve/Mask_RCNN https://github.com/ahmedfgad/Mask-RCNN-TF2

kiflowb777 commented 3 years ago

https://ngc.nvidia.com/catalog/resources/nvidia:mask_r_cnn_for_tensorflow2/files?version=20.06.3

Tolga-Karahan commented 3 years ago

Anyone managed to run library with tf2? I'm trying to install requirements below in Kaggle, but versions couldn't be found: tf==1.15.2 Keras==2.2.4 Python==3.6