neelabhsingh

Github for Tools

ZenSVI Documentation
Dinov3
Mapillary Dataset for training
NVlabs/ODISE: Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]
NVlabs/ODISE: Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]
ZenSVI: This package is a one-stop solution for downloading, cleaning, analyzing street view imagery
ODISE _ Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models
GeoSAM: Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure Segmentation
GeoSAM: Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure Segmentation

Literature Study / Research Papers

Mapping sidewalks accessibility with smartphone imagery and visual AI: A participatory approach
Sidewalk extraction using aerial and street view images - Huan Ning, Xinyue Ye, Zhihui Chen, Tao Liu, Tianzhi Cao, 2022
Sidewalk extraction using aerial and street view images - Huan Ning, Xinyue Ye, Zhihui Chen, Tao Liu, Tianzhi Cao, 2022
Throwing Shade | Urban Shade Analysis
A Large Crowdsourced Street View Dataset for Mapping Road Surface Types in Africa | Scientific Data
A Large Crowdsourced Street View Dataset for Mapping Road Surface Types in Africa | Scientific Data
Classification of sidewalks in street view images
Accurate three-dimensional mapping for detecting shaded urban sidewalks and assessing tree canopy coverage: International Journal of Geographical Information Science: Vol 0, No 0
Accurate three-dimensional mapping for detecting shaded urban sidewalks and assessing tree canopy coverage: International Journal of Geographical Information Science: Vol 0, No 0
Converting street view images to land cover maps for metric mapping: A case study on sidewalk network extraction for the wheelchair users
A novel approach for estimating sidewalk width from street view images and computer vision - Seung Jae Lieu, Subhrajit Guhathakurta, 2025
A novel approach for estimating sidewalk width from street view images and computer vision - Seung Jae Lieu, Subhrajit Guhathakurta, 2025
A scalable computer vision approach for generating sidewalk network datasets from aerial imagery
(PDF) Mapping sidewalks on a neighborhood scale from street view images
Developing Sidewalk Inventory Data Using Street View Images - PMC _ It states why traditional Handicraft methods in CV is not useful in our case
Monocular Depth Estimation: Technical Explanation & Examples
Road Surface Reconstruction by Stereo Vision | PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science
Road Surface Reconstruction by Stereo Vision | PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science
Developing Sidewalk Inventory Data Using Street View Images
Developing Sidewalk Inventory Data Using Street View Images
Sidewalk Use (Slim) Shady - The relative role of buildings and trees in urban shade provision for pedestrians | Research Square
Creating More Sustainable, Walkable, and Economically Thriving City Spaces | DUSP
NUS Global Streetscapes | Urban Analytics Lab | Singapore
NUS Global Streetscapes | Urban Analytics Lab | Singapore
MIT Mapping sidewalks accessibility with smartphone imagery and visual AI: A participatory approach
Sidewalk Extraction from Big Visual Data – Geoinformation and Big Data Research Laboratory

Thesis General

geomatics_thesis_template
Thesis Manual
Thesis process Slides
Thesis Calendar

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