-
Updated
Feb 3, 2023 - Python
#
segformer
Here are 22 public repositories matching this topic...
Real time Semantic Segmentation on Cityscapes dataset.
-
Updated
Feb 9, 2023 - Python
PyTorch Implementation of SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
-
Updated
Feb 9, 2023 - Python
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.
-
Updated
Apr 27, 2023 - Python
-
Updated
May 19, 2023 - Python
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.
raspberry-pi deep-neural-networks computer-vision deep pytorch picam hardware-in-the-loop segformer visiontransformer
-
Updated
May 19, 2023 - Python
A repository of SegFormer model test
-
Updated
Jun 7, 2023 - Python
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.
visualization computer-vision deep-learning tensorflow evaluation keras pytorch image-classification resnet pretrained-models semantic-segmentation nerf cnn-classification pytorch-lightning neural-radiance-fields vision-transformer efficientnetv2 segformer
-
Updated
Jul 1, 2023 - Python
Tackling the challenges of off-road environment navigation through Attention Guided Off-Road Semantic Segmentation.
deep-learning unet attention-mechanism semantic-segmentation attention-unet rugd rellis-3d segformer
-
Updated
Aug 15, 2023 - Python
This is a warehouse for SegFormer-pytorch-model, can be used to train your image datasets for segmentation tasks.
-
Updated
Jul 17, 2024 - Python
Semantic Segmentation of Drone Images With Hugging Face and MLflow
python computer-vision deep-learning transformers transfer-learning image-segmentation fine-tuning mlops mlflow huggingface segformer
-
Updated
Dec 4, 2024 - Python
This repository implements and compares deep learning models for semantic segmentation using the Oxford-IIIT Pet and Cityscapes datasets.
computer-vision deep-learning artificial-intelligence image-segmentation semantic-segmentation resnet-50 segformer
-
Updated
Dec 18, 2024 - Python
An application for automatic road damage assessment using semantic segmentation on high-resolution images. The project helps municipal authorities and maintenance teams detect and prioritize road repairs, improving safety and reducing costs.
python opencv computer-vision transformers semantic-segmentation instance-segmentation vision-transformer road-damage-detection segformer dinov2
-
Updated
Dec 21, 2024 - Python
A machine learning project designed to detect road damage from images, leveraging deep learning and computer vision techniques for efficient and accurate damage detection.
-
Updated
Jan 3, 2025 - Python
AI Pipeline that is truly free, and doesnt require and internet connection to use. Built and Optimized for use with Acer Predator Helios Neo 16 w/RTX4060
-
Updated
Feb 26, 2025 - Python
This repository contains implementations of road segmentation models using deep learning techniques. The primary goal is to accurately identify drivable road areas in images captured from a vehicle's perspective.
python deep-learning image-processing classification compu segmen vision-transformer segformer yolov8
-
Updated
May 10, 2025 - Python
Repository of the paper: RailSafeNet: Visual Scene Understanding for Tram Safety
image-processing transformers object-detection image-segmentation pedestrian-detection distance-estimation segformer yolov8 human-safety trafic-safety
-
Updated
Jul 14, 2025 - Python
AI clothing detection API with segmentation, background removal, and color analysis. Built with FastAPI + Segformer.
python api machine-learning computer-vision deep-learning transformers image-segmentation semantic-segmentation color-detection background-removal fastapi huggingface fashion-analysis segformer clothing-detection
-
Updated
Aug 21, 2025 - Python
AI-Powered Image Segmentation System - Production-ready computer vision application with SegFormer + UNet models, Azure Functions backend, and beautiful visualization
python machine-learning computer-vision tensorflow pytorch transformer azure-functions semantic-segmentation cityscapes segformer
-
Updated
Aug 24, 2025 - Python
A modular, extensible, and production-ready framework for 3D CT scan segmentation using PyTorch Lightning, TorchIO, and modern deep learning best practices which supports preprocessing, training, prediction, and evaluation for medical image segmentation tasks.
modular best-practices liver-segmentation pytorch-implementation 3d-unet pytorch-lightning 3dsegmentation ctscan ct-segmentation segformer liver-tumor-segmentation d-former trans-unet dataset-links dice-metric mean-iou boundary-f1
-
Updated
Oct 23, 2025 - Python
Improve this page
Add a description, image, and links to the segformer topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the segformer topic, visit your repo's landing page and select "manage topics."