All Projects → gupta-abhay → Setr Pytorch

gupta-abhay / Setr Pytorch

Licence: mit
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

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python
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Segmentation Transformer

Implementation of Segmentation Transformer in PyTorch, a new model to achieve SOTA in semantic segmentation while using transformer style encoders.

SETR

Features

  • [x] SETR
    • [x] SETR-Naive
    • [x] SETR-PUP
    • [x] SETR-MLA
  • [x] SETR-Hybrid

To Do:

  • [ ] Training Scripts

Installation

Create the environment:

conda env create -f environment.yml
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