mishmanners
commented
11 months ago Thanks so much for submitting! We loved your project and it was featured in our Spring Release Radar edition which is a round up of projects submitted between March and July. We hope you enjoyed some promo and we wish you all the best with the project.
Open Source Project name
Yachay AI
What is your project?
We built an NLP model that predicts coordinates from text only. Yachay is building a community of Deep Learning developers to advance the intersection of Geospatial field and NLP through improved research and open-source solutions.
Version
V1.0.0
Date
June 11, 2023
Description of breaking changes
GitHub Repo
https://github.com/Yachay-AI/byt5-geotagging
Website
https://www.yachay.ai/
Link to changelog
https://github.com/Yachay-AI/byt5-geotagging/releases/tag/v1.0.0
Social media
https://twitter.com/YachayAi/status/1668235949137096704?s=20
Anything else to add?
We are also visualizing the application of the text-to-location models , you can check thorough analysis on our twitter.
For instance! We predicted coordinates for social media posts that mention Git services in India: https://yachay-ai.github.io/use-cases/git/
Our team achieved breaking results in validation metrics, resulting in significantly reduced distance errors for improved geolocation accuracy. So we are sharing the model architecture and datasets with geospatial community. Application of the models can be numerous like social media analysis, emergency response, urban planning, tourism and travel, environmental studies, market research, etc.