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AI, Machine Learning and Computer Vision Meetup

Feb 20, 2025 at 10 AM Pacific

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Exploring DeepSeek’s Janus-Pro Visual Question Answer Capabilities

Harpreet Sahota
Voxel51

DeepSeek‘s Janus-Pro is an advanced multimodal model designed for both multimodal understanding and visual generation, with a particular emphasis on improvements in understanding tasks. The model’s architecture is built upon the concept of decoupled visual encoding, which allows it to handle the differing representation needs of these two types of tasks more effectively.

In this talk, we’ll explore Janus-Pro’s Visual Question Answer (VQA) capabilities using FiftyOne’s Janus-Pro VQA Plugin.

The plugin provides a seamless interface to Janus Pro’s visual question understanding capabilities within FiftyOne, offering:

  • Vision-language tasks
  • Hardware acceleration (CUDA/MPS) when available
  • Dynamic version selection from HuggingFace
  • Full integration with FiftyOne’s Dataset and UI

Can’t wait to see it for yourself? Check out the FiftyOne Quickstart with Janus-Pro.

About the Speaker

Harpreet Sahota is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in RAG, Agents, and Multimodal AI.

Getting the Most Out of FiftyOne Open-Source for Gen AI Workflows

Maxime Brénon
Finegrain

In this talk we’ll explore how we maximize the potential of the FiftyOne open source SDK and App to efficiently store and annotate training data critical to Finegrain‘s Generative AI workflows. We will provide an overview of our cloud-based storage and hosting architecture, showcase how we leverage FiftyOne for training and applying models for semi-automatic data annotation, and demonstrate how we extend the CVAT integration to enable pixel-perfect side-by-side evaluation of our Generative AI models.

About the Speaker

Maxime Brénon  is a machine learning and data engineer. An Xoogler he started his machine learning journey at Moodstocks when AlexNet was all the rage.

Fine Tuning Moondream2

Parsa Khazaeepou
Moondream AI

Stay tuned for the talk abstract!

About the Speaker

Parsa Khazaeepoul is the Head of Developer Relations at Moondream AI, where he focuses on making computer vision more accessible. A Summa Cum Laude graduate of the University of Washington’s Informatics program, Parsa also spearheaded developer relations at the AI2 Incubator and co-founded Turing Minds, a renowned speaker series featuring Turing Award winners and other leading figures in computer science. His work has impacted thousands through projects like CourseFinder and uwRMP, and he’s a recognized innovator in the Seattle tech scene, named to the Seattle Inno Under 25 Class of 2024.