Dan Gural

Looking to grow the computer vision community however I can. Machine Learning Evangelist for Voxel51

[Voxel51 @Voxel51]

The NFL is already using AI to track player movements, analyze plays, and even assist refs—but should we take it a step further? 🏈

Imagine a game where every call is made with machine precision… no more missed penalties (or dramatic coach meltdowns).

Should AI take over officiating, or is the human element part of the fun? Let’s hear it. 👇

P.S. We’ve got football datasets in the FiftyOne online demo, where you can explore (free in your browser) how machine learning is analyzing the game. Give it a spin below:

➡️ Football Player Segmentation: https://t.co/nsVSLb0kQc

➡️ NFL Impact Detection: https://t.co/q0jyd9f9iJ

#SuperBowl #AI #NFL

[Dan Gural @dan_gural]

Explore the bleeding edge of Medical Imaging and AI in my latest video. Listen till end to see how you can take advantage of this before its too late https://t.co/DSjIc4ZEJX

[Dan Gural @dan_gural]

How to make the best Self-Driving Dataset 👇 🚗

I shared all my thoughts on how to bring to life the best driving dataset possible here in 2025, covering topics like:

💡 Multimodal datatsets, using LIDAR, RADAR, and more!

💡 Embeddings for natural language search and outlier detection

💡 Gaussian Splats, diffusion models, and more in the next frontier!

Read or watch more here: https://t.co/gTmp7uyE2I

#machinelearning #ai #ml #fiftyone #datasets

[Dan Gural @dan_gural]

Learn Visual AI in one day with this free course: https://t.co/cok59tNzhX

[Dan Gural @dan_gural]

Only in Munich, the Eisbachwelle! 🌊🏄

A famous man-made standing wave on the Eisbach River, located in the English Garden (Englischer Garten), it’s one of the most iconic urban surfing spots in the world! Even in freezing temperatures that doesnt stop these surfers!

Fun fact, though people started experimenting surfing the wave in the 70s, it was outlawed for many years and only became officially legal in 2010!🤯

[Voxel51 @Voxel51]

It's official...FiftyOne Open Source 1.0 is here! 🚀

This is a major milestone for AI builders working with visual data. With over 2M installs, FiftyOne has been making life easier for developers and this new release takes it even further.

Here’s what’s new:

➡️ Open source ML techniques: FiftyOne Brain is now fully open source, letting you analyze and tweak your datasets and models with ease.

➡️ Modal panels: Explore individual data samples and scenes with new "micro" plugins, adding flexibility to how you work with your data.

➡️ Change tracking: All FiftyOne datasets now have automatically populated creation/modification fields on their samples, giving you a system of record for your visual AI data.

➡️ Remote zoo models: Download and run custom models whose definitions are in GitHub directly in FiftyOne, expanding on the hundreds of natively available models and existing integrations with popular frameworks like Hugging Face and Ultralytics.

➡️ Remote zoo datasets: Use new native support to load datasets whose download and preparation instructions are stored in GitHub.

We can’t wait to see what you’ll build!

👉 Learn more here: https://t.co/SM6cns7kVW

#OpenSource #MachineLearning #VisualAI #AI #FiftyOne

[Dan Gural @dan_gural]

You might know SAM2 but do you know SAM2Point? 🤔

In this new project, you can pass in a single point, a box, or mask to take advantage of SAM2 to segment your 3D scenes! 🚗 🚘

The model works by projecting multiple video views of the scene to then leverage SAM2's video annotation abilities. It's brand new and I'm excited to get my hands on it to try! The results look incredible! 🥇

Shoutout to the authors at The Chinese University of Hong Kong MiuLar Lab and ByteDance for this incredible work and for open sourcing it! 🎉

GH: https://t.co/9FbKu4NHb3
HF Demo: https://t.co/7I7jwCpPRP
Paper: https://t.co/joibZ2SBUn

[Dan Gural @dan_gural]

👀 Computer Vision Events to Keep an Eye On! 👀

There is so much coming up that I want to share it with everyone! 💫

🔶 Tomorrow 9/11: Developing FiftyOne Plugins! 🤖
Level up with FiftyOne's latest update and create custom UI and ML workflows just in a few lines of Python Code
https://t.co/cJ852TdFhs

🔶 Sunday 9/15: University of South Carolina Hackathon! 🐓
In the Columbia area? Come out to this day long hackathon to learn and apply the latest in Computer Vision!
https://t.co/3XYKlQrrBM

🔶 Wednesday 9/18: An Introduction to FiftyOne Teams! 📈
Interested in what is available in the best enterprise dataset curation tool available? Come learn how to scale your AI systems in this webinar.
https://t.co/wPan3w7gC2

🔶 Thursday 9/19: Visual AI in Healthcare 👨‍⚕️ 👩‍⚕️
Learn from researchers from top healthcare labs across the globe about how Visual AI is transforming healthcare! Hear from Christopher Pinard, Kuan-Chuen Wu, Tolga Tasdizen, and Soumya Snigdha Kundu!
https://t.co/pTZDoAFaZI

🔶 Friday 9/20: Northeastern Hackathon! 👨‍🏫 👩‍🏫
Tackle one of the leading areas in Visual AI in this day long hackathon. Cash Prizes available!
https://t.co/JhdY3Q9rD4

🔶Friday 9/20: Boston Inperson Meetup!🍩
Join us at Microsoft's NERD venue to hear the latest in Machine Learning from Allison K. and Nicholai Mitchko from InterSystems
https://t.co/yHmfxBDk8O

[Dan Gural @dan_gural]

Sitting around bored while your model trains? Want to relax from the ML grind you have been on? Take a break and play a game! 🕹

With the latest release of Python Panels in #fiftyone v0.25.0, you can now code your own custom UI using just Python for your Visual AI stack. To show off just some of the possibilities, I built a mini arcade inside FiftyOne!

Play DOOM, Tetris, Pac-Man, or Minesweeper while you evaluate your models and more! 🎮

Check out my GitHub repo to learn how you can add this SUPER IMPORTANT, EFFICIENCY BOOSTING, TOTALLY NOT FOR FUN, plugin to your FiftyOne app!

[Dan Gural @dan_gural]

🤖 🛩 Drones and Visual AI 🛥 🤖

❗ Want to catch up on whats happening in the field? If you have sometime, give it a watch to see what is happening! ❗

I gave a talk today about the state of Visual AI and Drones today and figured, why not share it with everyone! 😃

Let me know if you like this type of content and I will be sure to make more! I've covered healthcare and drones now, still plenty of industries left! Just trying to nail down the right length and form of the content :)

Enjoy!

https://t.co/6zNjsOny9s

#drones #machinelearning #visualai #artificialintelligence #surveillance #fiftyone

[Dan Gural @dan_gural]

pip install fiftyone to get started today!

[Dan Gural @dan_gural]

FiftyOne of yesterday and today!

🟠⚪️v0.5.0 ➡️ v0.25.0⚪️🟠

Check out just how far the leading Open Source Visual AI library has come!💪🏼

Greatness is achieved in small increments, not giant leaps. None of this would be possible without the amazing #opensource community surrounding FiftyOne and the amazing engineers at @Voxel51! 🧡🧡

[Voxel51 @Voxel51]

GenAI is taking computer vision by storm—but can too fast of an adoption lead to some costly mistakes?

Watch as Daniel Gural dives deep into the transformative power of GenAI in computer vision, the latest diffusion models, and the risk of data poisoning in this talk from our latest meetup.

👉 Full talk here: https://t.co/Zoy7bQSAod

#GenAI #AI #ComputerVision #DataScience

[Voxel51 @Voxel51]

We're on the lookout for a passionate Machine Learning Developer Relations Engineer to join our team!

If you have 2+ years of ML experience, proficiency in Python, and a passion for open source projects, apply here: https://t.co/HjaI9010kx

#MachineLearning #MachineLearningJobs #TechJobs

[Voxel51 @Voxel51]

Mind. Blown. 🤯 Our Machine Learning Evangelist Daniel Gural was amazed at how easily this new healthcare model could segment CT scans automatically.

See how you can segment anything in a CT Scan with @NVIDIAAI VISTA-3D: https://t.co/E2BViiDRzi

#VisualAI #ComputerVision #AI

[Voxel51 @Voxel51]

Struggling to manage the AI/ML workflows across your team?

Join us for a free, hands-on workshop with Daniel Gural on July 17 to discover how FiftyOne Teams can supercharge your AI projects!

👉 Register now: https://t.co/LRLGOsy2lM

#ComputerVision #MachineLearning #AI

[Dan Gural @dan_gural]

Learn how NVIDIA is transforming healthcare! 🔬 👨‍⚕️

After exploring some of the latest and greatest in the intersection of healthcare and hashtag#VisualAI, I landed on the fantastic model VISTA-3D! 💫

I summed up my findings as well as a quick tutorial in a blog I wrote over the weekend. Hope you all enjoy!

https://t.co/J9yGlXvkb5

[Voxel51 @Voxel51]

Get a tour of the new 3D features in #FiftyOne 0.24.0 by ML engineer @dan_gural!

Key takeaways:
🔸Explore & curate 3D datasets like never before
🔸Get started with the Shap-E plugin
🔸See multi-view stereo 3D reconstruction

#3dmesh #3ddata #visualai #ai #machinelearning

[harpreet @DataScienceHarp]

@Voxel51 meetup happening at @github offices in SF!