Here are
42 public repositories
matching this topic...
A U-Net-50 model for segmenting road networks in aerial images. Trained on the Massachusetts Roads Dataset, the model accurately identifies and segments roads, making it ideal for applications in urban planning and autonomous driving
Updated
Aug 12, 2024
Jupyter Notebook
we introduce R2S100K---a large-scale dataset and benchmark for training and evaluation of road segmentation in challenging unstructured roadways.
Updated
Aug 9, 2024
Jupyter Notebook
Semantic segmentation of road networks in high-resolution satellite images using a deep neural network architecture.
Updated
Jul 29, 2024
Python
Development for my M.Tech Thesis: Deep Learning Techniques for Road Segmentation in Indian Context
Updated
Jul 15, 2024
Jupyter Notebook
This dataset contains 2,224 images captured within the LUMS campus, each manually annotated for 5 classes. Ideal for training semantic segmentation models for road detection.
🌱 SNE-RoadSeg in PyTorch, ECCV 2020 by Rui (Ranger) Fan & Hengli Wang, but now we have improved it.
Updated
May 27, 2024
Python
Graph Reasoned Multi-Scale Road Segmentation in Remote Sensing Imagery
Updated
May 7, 2024
Python
🚘 Segmentação de faixas de estrada com U-NET DNN.
Updated
Apr 17, 2024
Jupyter Notebook
Implementation of object detection and semantic segmentation of traffic objects in the front facing car camera using OpenVINO's pretrained models.
Updated
Feb 17, 2024
Python
Multi-Modal Multi-Task (3MT) Road Segmentation, IEEE RA-L 2023
Updated
Feb 13, 2024
Python
Deep Learning based Road Segmentation using Satellite Imagery
Updated
Jan 15, 2024
Jupyter Notebook
2D road segmentation using lidar data during training
Updated
Dec 21, 2023
Python
Real-time LIDAR-based Urban Road and Sidewalk detection for Autonomous Vehicles 🚗
This is my bachelor's thesis, which contains three main features: lane detection, road segmentation, and a Forward Collision Warning (FCW) system
Updated
Dec 13, 2023
Jupyter Notebook
A guide to use MMSegmentation to develop and benchmark different models on custom dataset.
Updated
Dec 7, 2023
Python
Identification of road surfaces and 12 different classes like speed bumps, paved, unpaved, markings, water puddles, potholes, etc.
Updated
Jul 21, 2023
Jupyter Notebook
YOLOPv2のPythonでのONNX推論サンプル
Updated
Jul 7, 2023
Python
使用OpenCV部署HybridNets,同时处理车辆检测、可驾驶区域分割、车道线分割,三项视觉感知任务,包含C++和Python两种版本的程序实现。本套程序只依赖opencv库就可以运行, 彻底摆脱对任何深度学习框架的依赖。
A course project for road segmentation using a U-Net Convolutional Neural Network on the KITTI ROAD 2013 dataset
Updated
Mar 24, 2023
Python
Course Project of the Computational Intelligence Lab FS20 - Road Segmentation on Satellite Images
Updated
Feb 16, 2023
Jupyter Notebook
Improve this page
Add a description, image, and links to the
road-segmentation
topic page so that developers can more easily learn about it.
Curate this topic
Add this topic to your repo
To associate your repository with the
road-segmentation
topic, visit your repo's landing page and select "manage topics."
Learn more
You can’t perform that action at this time.