How to Visualize Your Data with Dimension Reduction Techniques
Learn how to visualize embeddings using PCA, t-SNE & UMAP. And learn strengths & weaknesses of each.
Category: Computer Vision
Video Understanding with FiftyOne and Steamboat Willie
A quick comparison of VQA vs Action Recognition for general understanding using FiftyOne and a Steamboat Willie cartoon.
How Computer Vision Is Changing Sports
New industry spotlight: Sports! Check out how computer vision and AI are driving innovation in the sports industry.
How to Build a Semantic Search Engine for Emojis
Learn how to build an open-source semantic emoji search engine, with both UI-centric and CLI versions.
Computer Vision and FiftyOne Community Year in Review 2023
Welcome to the final community update for 2023! In this blog we’ll bring you up to speed on recent happenings…
Why 2023 was the most exciting year in computer vision history (so far)
Computer vision had a banner year in 2023. From new foundation models to accurate real-time detection! We’ve…
Understanding LLaVA: Large Language and Vision Assistant
Learn more in this post how LLaVA aims to create a novel end-to-end trained large multimodal model that could compete…
NeurIPS 2023 Survival Guide
NeurIPS is the biggest machine learning conference and it is underway! Here’s a “Survival Guide” including…
NeurIPS 2023 and the State of AI Research
In this post, we’ll share our essential findings from an in-depth analysis of NeurIPS 2023 papers and historical…
Recapping the AI, Machine Learning and Data Science Meetup — Dec 7, 2023
In this blog post you’ll find the playback recordings, highlights from the presentations and Q&A, as well as…