Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch
☆373Dec 9, 2022Updated 3 years ago
Alternatives and similar repositories for segformer-pytorch
Users that are interested in segformer-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official PyTorch implementation of SegFormer☆3,605Aug 2, 2024Updated last year
- 这是一个segformer-pytorch的源码,可以用于训练自己的模型。☆505Aug 27, 2023Updated 2 years ago
- Implementation of SETR model, Original paper: Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers.☆134Feb 8, 2021Updated 5 years ago
- [CVPR 2021 & IJCV 2024] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers☆1,108Sep 2, 2024Updated last year
- [ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation☆907Apr 21, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers☆201Jan 27, 2021Updated 5 years ago
- Implementation of Multistream Transformers in Pytorch☆54Jul 31, 2021Updated 4 years ago
- Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch☆120Aug 4, 2021Updated 4 years ago
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation…☆1,263Aug 24, 2022Updated 3 years ago
- Implementation of STAM (Space Time Attention Model), a pure and simple attention model that reaches SOTA for video classification☆133Apr 1, 2021Updated 5 years ago
- Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones☆199Mar 24, 2021Updated 5 years ago
- A re-implementation of SegFormer. See the official repo at https://github.com/NVlabs/SegFormer.☆36Feb 14, 2022Updated 4 years ago
- An attempt to merge ESBN with Transformers, to endow Transformers with the ability to emergently bind symbols☆16Aug 3, 2021Updated 4 years ago
- Local Attention - Flax module for Jax☆22May 26, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Implementation of a U-net complete with efficient attention as well as the latest research findings☆294May 3, 2024Updated 2 years ago
- Code for the paper: Unified Gradient Reweighting for Model Biasing with Applications to Source Separation☆14Nov 16, 2020Updated 5 years ago
- Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)☆1,462Mar 11, 2022Updated 4 years ago
- Implementation of gMLP, an all-MLP replacement for Transformers, in Pytorch☆431Aug 14, 2021Updated 4 years ago
- An All-MLP solution for Vision, from Google AI☆1,063Jul 7, 2025Updated last year
- Implementation of SE3-Transformers for Equivariant Self-Attention, in Pytorch. This specific repository is geared towards integration wit…☆331Aug 28, 2025Updated 11 months ago
- Implementation of Token Shift GPT - An autoregressive model that solely relies on shifting the sequence space for mixing☆49Jan 27, 2022Updated 4 years ago
- Implementation of the Triangle Multiplicative module, used in Alphafold2 as an efficient way to mix rows or columns of a 2d feature map, …☆39Aug 3, 2021Updated 4 years ago
- Implementation of Uformer, Attention-based Unet, in Pytorch☆96Oct 26, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Implementation of Cross Transformer for spatially-aware few-shot transfer, in Pytorch☆54Mar 30, 2021Updated 5 years ago
- OpenMMLab Semantic Segmentation Toolbox and Benchmark.☆9,891Aug 13, 2024Updated last year
- An attempt at the implementation of Glom, Geoffrey Hinton's new idea that integrates concepts from neural fields, top-down-bottom-up proc…☆196Mar 27, 2021Updated 5 years ago
- A GPT, made only of MLPs, in Jax☆59Jun 23, 2021Updated 5 years ago
- Implementation of a Transformer using ReLA (Rectified Linear Attention) from https://arxiv.org/abs/2104.07012☆49Apr 6, 2022Updated 4 years ago
- Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.☆11,668Updated this week
- Implementation of Hourglass Transformer, in Pytorch, from Google and OpenAI☆99Dec 31, 2021Updated 4 years ago
- This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medi…☆3,220Feb 25, 2026Updated 5 months ago
- Another attempt at a long-context / efficient transformer by me☆38Apr 11, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier (Accepted ECCV 2024)☆10May 6, 2025Updated last year
- GPT, but made only out of MLPs☆89May 25, 2021Updated 5 years ago
- Official implementation of PVT series☆1,902Oct 27, 2022Updated 3 years ago
- This is a segmentation network based on good old EfficientNet, with a twist...☆29Jan 24, 2023Updated 3 years ago
- Pytorch Lightning Template for Sematic Segmentation☆11Jan 17, 2023Updated 3 years ago
- A simple implementation of a deep linear Pytorch module☆21Oct 16, 2020Updated 5 years ago
- The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semant…☆3,329Nov 17, 2022Updated 3 years ago