There are 0 repository under segformer topic.
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.
This repository demonstrates how to use TensorFlow based SegFormer model in 🤗 transformers package.
This repository provides an overview of Segformer, architecture encoder in particular. Some details of Segformer can be misleaded, thus makes a short description here to help understand the model. Meanwhile, the code (Keras/TensorFlow) is also provided for supporting.
A Tensorflow Implementation of "SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers"
PyTorch Implementation of SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
Clothes semantic segmentation with Transformers
This is a warehouse for SegFormer-pytorch-model, can be used to train your image datasets for segmentation tasks.
Real time Semantic Segmentation on Cityscapes dataset.
Comparing CNN- and Transformer-Based Deep Learning Models for Semantic Segmentation of Remote Sensing Images. Specifically looking at different configurations of U-Net and SegFormer applied to Potsdam, Vaihingen and FloodNet dataset.
Automatic Damage Segmentation of Sanskrit Palm-leaf Manuscripts
Cloud Cover Detection using Deep Learning
Image Segmentation using Segformer finetuning
Repository of the master's thesis focused on the Automatic Detection of Objects in the Track
Segmentation of aerial images with Deep Learning.
Pattern Recognition Systems course (4th year, 1st semester)
Implementation of transformer based SegFormer-B0 from scratch for semantic segmentation.
This repo showcase the ENPM673: Perception for Autonomous robots final project. A vision transformer (ViT) architecture SegFormer, has been replicated for implementing semantic segmentation. Furthermore, it was deployed on raspberry pi with pi cam setup for validating the real-time performance.
A repository of SegFormer model test
This repository contains my project on medical image segmentation using the UW-Madison GI Tract dataset. It will use a Segformer, and include a Gradio app for user-friendly image inference. The model will be deployed on HuggingFace Spaces for easy accessibility, encouraging contributions to advance medical image segmentation in healthcare domain.