Now with Python Panels, Custom Dashboards, SAM 2, and Elasticsearch Integration, this new release is packed with game-changing features that take your visual AI development to the next level.

Here’s a sneak peek at what’s new:

• 🐍 Python Panels: Build custom App panels with a simple Python interface. Includes built-in components for information display, tutorials, interactive graphs, triggering operations, and more.
• 🖥️ Custom Dashboards: Create no-code dashboards to visualize dataset statistics and model performance.
• ⌓ SAM 2 Integration: Leverage Segment Anything 2 directly within FiftyOne for automatic object segmentation in images and videos.
• 🔎 Elasticsearch Integration: Connect to your Elasticsearch cluster for scalable text and image searches across your datasets.
• 🌁 Image Representativeness Analysis: Easily identify the most common and uncommon image types in your datasets.

PLUS some awesome contributions from the community 🧡:

• Rustem Galiullin contributed adding track IDs if present for Ultralytics models
• dimidagd contributed the ability to add ragged batches to be configured for custom Torch models

Segment Anything 2 (SAM 2) which was released on July 29th, 2024 represents a major leap forward in segmentation technology, offering cutting-edge performance in both images and videos. Building on the foundation of the original Segment Anything, which Meta released in April 2023, SAM 2 not only enhances image segmentation but also introduces advanced video capabilities. With SAM 2, users can achieve precise segmentation and tracking in video sequences using simple prompts—like bounding boxes or points—from a single frame. This enhanced functionality opens up exciting new possibilities for a wide array of video applications.

Check the blog post by Prerna Dhareshwar to see how to load and apply SAM 2 models on both images as well as videos in FiftyOne.

FiftyOne is hosting an incredible hackathon at the University of South Carolina, Northwestern University, and NYU! 🎉

At the hackathon, ML enthusiasts and college students alike will come together to tackle real-world challenges in the field. Participants can expect an immersive experience filled with learning, networking, and the opportunity to showcase their skills.

What you can expect:

• 🚀  Tech Talks: Deep dive tech talks on Computer Vision and Data-Centric AI.
• 🔧  Hands-on Workshops: Learn how to build AI applications through code examples
• 🏅  Engaging Challenges: Tackle real-world problems with AI solutions.
• 🤝  Networking Opportunities: Connect with fellow developers, builders, and industry experts.
• 🎁  Exciting Prizes: Demo your projects and compete for cash prizes.

Registrations is mandatory. Sign up today to secure your spot!