road-segmentation
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Real-time LIDAR-based Urban Road and Sidewalk detection for Autonomous Vehicles 🚗
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Mar 18, 2025 - C++
SNE-RoadSeg for Freespace Detection in PyTorch, ECCV 2020
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Oct 25, 2024 - Python
Road Extraction based on U-Net architecture (CVPR2018 DeepGlobe Challenge submission)
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Feb 22, 2019 - Python
Python scripts for performing road segemtnation and car detection using the HybridNets multitask model in ONNX.
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Mar 26, 2022 - Python
Road Segmentation in Satellite Aerial Images
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Apr 10, 2020 - Python
2D road segmentation using lidar data during training
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Dec 21, 2023 - Python
Implementation of the paper "ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data" in TensorFlow.
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Aug 1, 2021 - Python
🌱 SNE-RoadSeg in PyTorch, ECCV 2020 by Rui (Ranger) Fan & Hengli Wang, but now we have improved it.
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May 27, 2024 - Python
Graph Reasoned Multi-Scale Road Segmentation in Remote Sensing Imagery
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May 7, 2024 - 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。
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May 19, 2023 - C++
A course project for road segmentation using a U-Net Convolutional Neural Network on the KITTI ROAD 2013 dataset
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Mar 24, 2023 - Python
Multi-Modal Multi-Task (3MT) Road Segmentation, IEEE RA-L 2023
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Feb 13, 2024 - Python
YOLOPv2のPythonでのONNX推論サンプル
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Jul 7, 2023 - Python
Identification of road surfaces and 12 different classes like speed bumps, paved, unpaved, markings, water puddles, potholes, etc.
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Jul 21, 2023 - Jupyter Notebook
Segmenting satellite images of earth : determining which parts are roads.
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Mar 26, 2017 - Python
Aerial Image segmentation using different EfficientNet based backbone encoders with UNet on Massachusetts Building and Road dataset
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Jan 1, 2023 - Jupyter Notebook
Road segmentation using CNNs
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Jan 28, 2022 - Jupyter Notebook
we introduce R2S100K---a large-scale dataset and benchmark for training and evaluation of road segmentation in challenging unstructured roadways.
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Aug 9, 2024 - Jupyter Notebook
Road Segmentation using Deep Learning
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May 29, 2022 - Python
🎓 ML project for EPFL course CS-433 Machine Learning. Comparing ResNet and UNET for a road segmentation task.
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May 23, 2022 - Python
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