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Mask_RCNN reviews and mentions
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Why are python dependencies so broken?
pip install git+https://github.com/matterport/Mask_RCNN
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DeepCreamPy & Hent-AI Guide: Installation and anime censorship removal (Version 2)
It is important to realize that to do its masking procedures, Hent-AI uses the Mask RCNN (MRCNN) package from Matterport. The problem with this version of MRCNN is that it is not compatible with Tensorflow 2.X versions, essentially limiting Hent-AI compatibility to strict Tensorflow 1.X versions. Since Tensorflow 1.15 is the last of the Tensorflow 1.X versions and uses CUDA 10.0, which supports a maximum compute capability of 7.5, this means that the last NVIDIA GPU series that is compatible with the original Hent-AI implementation is the RTX 2000 series. This is, of course, not optimal since it means that RTX 3000 series and later GPUs cannot be used despite their significant computing power and high VRAM.
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[P] Mask R-CNN (matterport) does not generate masks or just generates them randomly
I read that it could bethe problem with scipy version (https://github.com/matterport/Mask_RCNN/issues/2122) so I downgraded it, I also tried to modify shift = np.array([0, 0, 1., 1.]) in utils.py but nothing helped.
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MRCNN TF==2.7.0
Hello AI learners, check out my own development of Mask-RCNN supporting Tensorflow2.7.0 and Keras2.8.0. This is an edit of MRCNN which supports Tensoflow1.0, only.
- Open source - that means free to use commercially right? ... right?
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Mask_RCNN adapted and trained on AWS sagemaker
We started from matterport/Mask_RCNN and we adapted it to be trained on Sagemaker spot intances.
- [HELP] (Mask R-CNN) Turning background white - only keeping the giraffe mask; loading FDDB dataset
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Mask RCNN Implementation for Image Segmentation | Tutorial
python -m pip install git+https://github.com/matterport/Mask_RCNN
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What's A Simple Custom Segmentation Pipeline?
I suggest to check the data generator of matterport MASK RCNN Dataset (line 239) and VIA (vgg image annotator). Simple, potable and pretty light (only html, js and css files)
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A note from our sponsor - Sonar
www.sonarsource.com | 2 Feb 2023
Stats
matterport/Mask_RCNN is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
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