Тёмный

Semantic Search For Geospatial 

MapScaping
Подписаться 524
Просмотров 67
50% 1

This podcast episode is all about semantic search and using embeddings to analyse text and social media data.
Dominik Weckmüller, a researcher at the Technical University of Dresden, talks about his PhD research, where he looks at how to analyze text with geographic references.
He explains hyperloglog and embeddings, showing how these methods capture the meaning of text and can be used to search big databases without knowing the topics beforehand.
Here are the main points discussed:
1. Intro to Semantic Search and Hyperloglog: Looking at social media data by counting different users talking about specific topics in parks, while keeping privacy in mind.

2. Embeddings and Deep Learning Models: Turning text into numerical vectors (embeddings) to understand its meaning, allowing for advanced searches.

3. Application Examples: Using embeddings to search for things like emotions or activities in parks without needing predefined keywords.

4. Creating and Using Embeddings: Tools like transformers.js let you make embeddings on your computer, making it easy to analyze text.

5. Challenges and Innovations: Talking about how to explain the models, deal with long texts, and keep data private when using embeddings.

6. Future Directions: The potential for using embeddings with different media (like images and videos) and languages, plus the ongoing research in this fast-moving field.

Connect with Dominik Weckmüller here geo.rocks/
Stay up to date with AI here
huggingface.co/ Try searching for “map” here huggingface.co...
Check out this project I am working on
quickmaptools....

Опубликовано:

 

21 окт 2024

Поделиться:

Ссылка:

Скачать:

Готовим ссылку...

Добавить в:

Мой плейлист
Посмотреть позже
Комментарии    
Далее
Natural Language Geocoding
45:15
Просмотров 81
Кольцо Всевластия от Samsung
01:00
Просмотров 377 тыс.
Шок-контент! 😱
00:50
Просмотров 1,9 млн
Борщ в стиле высокой кухни!
00:57
AI News: Adobe Just Blew Everyone's Minds
35:32
Просмотров 95 тыс.
Introduction to Cloud Native Geospatial
55:13
Analyst To Engineer
41:06
Просмотров 93
Кольцо Всевластия от Samsung
01:00
Просмотров 377 тыс.