Geospatial Vision Localization Computer Vision Tools

Tools for geolocation, place recognition, and spatial positioning using computer vision on imagery (satellite, drone, street-view, event camera). Includes visual place recognition, GPS-denied localization, and geospatial analysis. Does NOT include general object detection, traffic management systems, or embodied AI without explicit geospatial objectives.

There are 25 geospatial vision localization tools tracked. 3 score above 50 (established tier). The highest-rated is ShisatoYano/AutonomousVehicleControlBeginnersGuide at 64/100 with 1,470 stars. 1 of the top 10 are actively maintained.

Get all 25 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=computer-vision&subcategory=geospatial-vision-localization&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	ShisatoYano/AutonomousVehicleControlBeginnersGuide Python sample codes and documents about Autonomous vehicle control...	64	Established	1,470	Python
2	yyyanbj/arxiv-daily 🎓 Automatically Update Some Fields Papers Daily using Github Actions (Update...	54	Established	178	Python
3	JdeRobot/BehaviorMetrics Autonomous driving neural network comparison tool	52	Established	63	Python
4	duy-phamduc68/TrafficLab-3D Create a digital-twin style traffic visualization using only mp4 CCTV...	47	Emerging	165	Python
5	gmberton/VPR-datasets-downloader Automatic download VPR datasets in a standard format	47	Emerging	168	Python
6	open-forest-observatory/geograypher Enabling Geospatial Predictions from Individual Drone Images	43	Emerging	19	Python
7	gmberton/VPR-methods-evaluation Wrapper for 10+ VPR models. Use any SOTA VPR model just by changing one parameter	41	Emerging	181	Python
8	rayford295/Bi-Temporal-StreetView Hyperlocal disaster damage assessment using bi-temporal street-view imagery...	39	Emerging	6	Python
9	SKKUAutoLab/TSBOW [AAAI 2026] TSBOW – Traffic Surveillance Benchmark for Occluded Vehicles...	39	Emerging	11	HTML
10	ashish-code/gps-denied-geospatial-positioning Vision-based geo-localization in GPS-denied environments using feature...	39	Emerging	7	Python
11	Inkesk-Dozing/N.A.V.R.A.A.H Navigation Assistant For Visually Restricted And Aided Humans...	38	Emerging	5	Python
12	hgf700/WarThunder_Map_Rangefinder map rangefinder	36	Emerging	6	Python
13	S1mpleyang/ConstructionActionRecognition This github project aims to recongnize unsafe actions of workers on the...	36	Emerging	102	Python
14	Leooo-Huang/awesome-human-activity-recognition Always up-to-date, most comprehensive HAR resource — continuously scanned...	33	Emerging	66	Python
15	jsabahu/AIDL24_SelfDriving Final project for the UPC Postgrau in Artificial Intelligence & Deep...	31	Emerging	3	Python
16	M-3LAB/awesome-3d-anomaly-detection We have summarised all 3D anomaly detection methods and datasets (still...	31	Emerging	77	—
17	Utkarsh-Mishra444/Sparsely-Grounded-Long-Range-Navigation AgentNav: Zero-shot sparsely grounded long-range visual navigation in...	31	Emerging	8	Python
18	THUSI-Lab/GameVerse GameVerse: Can Vision-Language Models Learn from Video-based Reflection?	30	Emerging	45	Python
19	hayatPMT/Autonomous-UAV-Navigation-System 🛸 Navigate urban environments with this autonomous UAV system using...	29	Experimental	4	Python
20	gmberton/EarthMatch Code for EarthMatch (CVPR 2024 IMW), an iterative coregistration pipeline to...	27	Experimental	35	Python
21	AdamDHines/Event-GeM Pre-trained event-based feature extraction with 2D homography and...	25	Experimental	4	Python
22	AppSolves/LanePilot The worlds first real-time AI-powered traffic management system, featuring...	25	Experimental	4	Python
23	Kshitij-Darwhekar/Intelligent-Traffic-Managment-System-Using-Computer-Vision This repository tackles traffic congestion in smart cities using computer...	19	Experimental	11	PowerShell
24	KeranLi/GlobalAdapter GlobalAdapter: Fast Offline Assimilating Global Data via Deep Learning	17	Experimental	4	Python
25	Maheee000/embodied-temporal-reasoning 🌐 Enhance embodied AI with continuous vision-language understanding for...	17	Experimental	3	Python