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xiaoyufenfei/Efficient-Segmentation-Networks

A collection of lightweight PyTorch models for real-time semantic segmentation in images.

1k stars Python Computer VisionML Frameworks
Efficient-Segmentation-Networks
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This repository provides reference implementations of various neural network architectures for semantic segmentation, including SegNet, UNet, ENet, ERFNet, ESPNet, and others. The models are designed for real-time inference and target applications like autonomous driving and scene understanding. Built entirely on PyTorch, it offers easy-to-use and modifiable code for training and evaluation.

Frequently asked

What is xiaoyufenfei/Efficient-Segmentation-Networks?
A collection of lightweight PyTorch models for real-time semantic segmentation in images.
Is Efficient-Segmentation-Networks open source?
Yes — xiaoyufenfei/Efficient-Segmentation-Networks is open source, released under the MIT license.
What language is Efficient-Segmentation-Networks written in?
xiaoyufenfei/Efficient-Segmentation-Networks is primarily written in Python.
How popular is Efficient-Segmentation-Networks?
xiaoyufenfei/Efficient-Segmentation-Networks has 1k stars on GitHub.
Where can I find Efficient-Segmentation-Networks?
xiaoyufenfei/Efficient-Segmentation-Networks is on GitHub at https://github.com/xiaoyufenfei/Efficient-Segmentation-Networks.

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