https://github.com/SimonVandenhende/Multi-Task-Learning-PyTorch

PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).
https://github.com/SimonVandenhende/Multi-Task-Learning-PyTorch

computer-vision eccv2020 multi-task-learning nyud pascal pytorch scene-understanding segmentation

Last synced: 29 days ago
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PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).

• Host: GitHub
• URL: https://github.com/SimonVandenhende/Multi-Task-Learning-PyTorch
• Owner: SimonVandenhende
• License: other
• Created: 2020-07-08T18:16:48.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2022-01-13T10:49:01.000Z (almost 3 years ago)
• Last Synced: 2024-08-03T23:24:18.535Z (4 months ago)
• Topics: computer-vision, eccv2020, multi-task-learning, nyud, pascal, pytorch, scene-understanding, segmentation
• Language: Python
• Homepage:
• Size: 75.7 MB
• Stars: 754
• Watchers: 18
• Forks: 115
• Open Issues: 20
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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• StarryDivineSky - SimonVandenhende/Multi-Task-Learning-PyTorch - Net（ECCV2020），并提供了一个多任务学习资源库。项目代码基于论文"Multi-Task Learning for Dense Prediction Tasks: A Survey"和"MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning"。用户可以根据自己的需求修改代码，例如更改数据集路径、输出目录和模型配置等。项目支持PASCAL和NYUD数据集，并提供语义分割、深度估计、法线估计、边缘检测、显著性检测和人体部位分割等任务。 (其他_机器学习与深度学习)