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Why is it that when working on semantic segmentation, I constantly encounter out of memory errors, even though I have two GPUs with 15GB each? Is it possible to distribute the model workload across th…
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Hi,
I wanted to ask what learning rate and batch size were used to train ControlNet with semantic segmentation for both the ADE20k and COCO datasets?
Thanks in advance!
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# Reference
- [ ] [paper - 2016 - Fully Convolutional Instance-aware Semantic Segmentation](https://arxiv.org/pdf/1611.07709.pdf)
- [ ] [Github code](https://github.com/msracver/FCIS)
- [ ] [FCIS 分…
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Hello,
I would like to know if you have extended your work and experiments to larger datasets or to semantic segmentation.
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FYI I'm planning on working on converting this to work with dense predictions based on the [resnet v2 in tensorflow models](https://github.com/tensorflow/models/blob/master/slim/nets/resnet_v2.py) via…
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Can you please tell me which neural networks of segmentation do you recommend for use with kimera? What are the requirements for it? How to choose the right one? I collected a real dataset from my …
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## 一言でいうと
セグメンテーションについては精度が注目されがちだが、速度の方に注目して各手法の比較を行ったサーベイ
### 論文リンク
https://arxiv.org/abs/1803.02758
### 著者/所属機関
Mennatullah Siam, Mostafa Gamal, Moemen Abdel-Razek, Senthil Yogamani,…
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# Reference
- [ ] [paper - Learning Deconvolution Network for Semantic Segmentation](https://arxiv.org/abs/1505.04366)
- [ ] [Github repo](https://github.com/HyeonwooNoh/DeconvNet)
- [ ] [语义分割--Dec…
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# Rethinking Atrous Convolution for Semantic Image Segmentation #
- Author: Liang-Chieh Chen, George Papandreou, Florian Schroff, Hartwig Adam
- Origin: https://arxiv.org/abs/1706.05587
- Related…
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It seems like the dataset is no longer accessible. I need the newly added annotations for semantic segmentation for this dataset. Is there other way to download this dataset? (Last year access was ok …