Exciting CVML result from the @voxel51.bsky.social ML team: zero-shot object detectors are 100,000x cheaper yet rival humans The zeitgeist claims zero-shot labeling is here but no one measured it. We did. 95%+ performance of human labels 100,000x cheaper & 5,000x faster arxiv.org/abs/2506.02359

🚨 We're going live May 29 with the Best of #WACV2025—a virtual showcase of standout research presented by authors at Amazon, @clemsonuniversity.bsky.social, @northeasternu.bsky.social, & UNC Charlotte. Hear new research on image gen, anomaly detection & more. utm.guru/uipNe

You can’t fix your model if you don’t fix your data first. Data Quality in FiftyOne Enterprise 2.7.0 helps you spot bad samples—fast. Blurriness, brightness, duplicates, entropy—you name it. Fix it before it breaks your model. 👉 utm.guru/uilIg

🚀 We're hiring a Principal Software Engineer! This position will play a key role in developing and scaling our open-source SDK, supporting massive vision AI datasets, and building solutions that push the boundaries of machine learning. 📍 Apply here: voxel51.com/jd/?45336730...

🔎 You can’t fix what you can’t see—and old-school methods like spreadsheets and scripts aren't cutting it. FiftyOne’s Model Evaluation workflow gives you a clear, interactive view into your model’s performance so you can improve faster. voxel51.com/blog/introdu...

Chicago brought the energy at our last meetup. ⚡ Big thanks to Arjun Patel, Ari Kaplan, Jack Blandin, and Milica Cvetkovic for the powerful talks—and to the whole community for showing up curious, sharp, and ready to build. Already excited for the next one. Let’s keep it going. 👇

Struggling to find the right data to fix your model? FiftyOne Data Lens helps you cut through the noise, search billions of samples, preview results, and import exactly what you need—fast. Less waiting, more building. 👇 voxel51.com/blog/streaml... #AI #ML

Can your #AI model spot a visual illusion…or does it get totally fooled? 👀 Turns out, VLMs may not be as perceptive as we thought. Learn why illusions break even the best models, a simple trick to boost performance, & more from Harpreet Sahota. voxel51.com/blog/this-vi...

The next frontier for visual AI isn't in a lab—it's in your doctor's office. AI is helping to tackle the toughest challenges in health & medicine. 👉 See where AI is making an impact + how FiftyOne is pushing the field forward: https://voxel51.com/blog/the-frontier-of-visual-ai-in-medical-imaging/

Deploying models into the wild? This new open-source technique for visualizing model certainty on unlabeled data might change how you work. 👉 Check out the full breakdown here: voxel51.com/blog/visuali... #AI #Developers #OpenSource

Better training techniques lead to better models. 🦾 Join us April 1 for Part 5 of our series, Training Techniques for Convolutional Networks, to learn how to use normalization and skip connections for better training, inspect predictions & more! voxel51.com/computer-vis... #AI

What does it really take to build a workplace where women—and everyone—can thrive? For #WomensHistoryMonth, we’re spotlighting Remy Schor’s and Lanny Wang's convo with @girlgeekx.bsky.social on building an inclusive, remote-first culture. 📽️ Watch here: www.youtube.com/watch?v=4hZ8...

Want to streamline and scale visual data curation and model evaluations, so you can save time and innovate faster? Join us Mar 27 at 9AM for the "Building Visual AI in the Enterprise" workshop and learn how to streamline, scale, and secure your CV workflows. 👉 Register: voxel51.com/computer-vis...

We were back at @northeasternu.bsky.social Friday for another Visual AI Hackathon!💥 From emergency gesture systems to memory-assisting trackers, teams built next-level projects in hours. Thanks to everyone who joined—see you next time, Huskies! 👋 #AI #Hackathon

Bad data = bad models. If you can’t see what’s in your datasets, how can you improve them? Join us on 3/12 to learn how to visualize complex datasets, explore embeddings & improve model performance.

We're heading to World Agri-Tech in San Francisco on March 11-12—because AI isn’t just changing cities, it’s transforming fields, farms, and the entire food supply chain. Will you be there? 👀 Let’s connect and talk all things AI in Ag! https://worldagritechusa.com/  #AgTech

Need to anonymize faces, license plates, or sensitive data in image or video datasets? The Media Anonymization Plugin for FiftyOne lets you: 🔹 Auto-detect & blur objects instantly 🔹 Anonymize datasets with zero hassle ⚡ Try it now: voxel51.com/plugins/?sea... #AI #ML

Who’s ready to hack? 🔥 The Visual AI Hackathon hits University of Connecticut on March 9!  Come build, experiment & innovate with cutting-edge AI tools in a fast-paced, hands-on competition.  🔗 Register now: https://voxel51.com/computer-vision-events/visual-ai-hackathon-march-9-2025/ #AI #ML

The Boston AI scene isn't just alive—it's thriving. 💥 Last week’s AI, Computer Vision & ML meetup was packed with big ideas, insightful talks, and some engaging discussions. #AI #MachineLearning

Robots need to see, understand, and act with precision. But without high-quality data, even the best models fall short. 🤖 FiftyOne helps robotics teams refine sensor data—so your models actually perform in the real world. 🔗Learn: https://f.mtr.cool/mxqqcgmdom #Robotics

At Voxel51, we do things a little differently—like gathering in Austin for a retreat filled with line dancing, improv & big ideas. 🤠🔥 We took time to reflect, reconnect & plan for an even bigger 2025. Let’s make this year our best one yet! 🚀

We’re diving into Janus-Pro’s VQA, gen AI workflows, multimodal datasets, and fine-tuning Moondream2 at our next virtual meetup on 2/20. Join us! 🔗 Sign up: voxel51.com/computer-vis... #DeepSeek #AI #ML

99.999% accuracy? Not enough. 🚫 @_JasonCorso_ breaks down what it’ll take to push Visual AI to perfection & more on @TechstrongTV's Digital CxO Podcast.  🎧 Listen in: https://techstrong.tv/videos/digital-cxo-podcast/achieving-99-999-accuracy-for-visual-ai-digital-cxo-podcast-ep110 #AV #AI

This past Saturday, ASU was buzzing as 150+ attendees came out for our Visual AI Hackathon. 🚀 From firearm detection to smart surveillance, teams built AI solutions tackling real-world safety challenges. Huge thanks to Pavan Turaga, ASU, and everyone who made it a success! #AI

What happens when two brilliant minds meet at University of Michigan and set out to tackle machine learning's toughest problems? You get Voxel51. 🚀 We’re redefining visual #AI and looking for thinkers, builders, and doers to join us. 🌟 Explore open roles: voxel51.com/jobs/

Need better visibility into dataset quality and model performance? 🧐 Join us on Feb. 19 for a free, hands-on 90-minute workshop with Steve Pousty. Learn how to visualize & explore datasets, analyze & improve models & more. 🔗 Save your spot: voxel51.com/computer-vis... #AI #ML

We’ve been working on something behind the scenes, and now it’s here…our brand-new website is live! 🎉 Cleaner, sharper, and easier to navigate—this isn’t just a fresh coat of paint. It’s a full glow-up. ✨ Let us know what you think! 👇 🔗 voxel51.com #VisualAI #AI #ML

The secret weapon for making sense of your messy visual data? Clustering. This tutorial breaks down: 🔍 The hidden power of clustering ⚡ Why your algorithm choice matters 🤖 How GPT-4V can label clusters 🔗 Read here: voxel51.com/blog/how-to-... #AI #ML #ComputerVision

DYK a single robot can collect ImageNet-scale data (1.3M images) in just a few hours? 🤯 Refining, curating, and labeling all that? Not easy. That’s why we built ZCore—an open source tool to slash annotation costs & speed up model training. 🔗 Try it out: voxel51.com/blog/how-to-... #Robotics #AI

🔥 ASU, get ready! The Visual AI Hackathon lands on campus Feb. 15 🚀 Join us for a full day of building, learning, and leveling up with fellow ML enthusiasts—plus cash prizes! Bring your laptop. We’ve got the snacks. 🍕 🔗 RSVP now: voxel51.com/computer-vis... #AI #ML

Last Friday, brilliant minds came together to tackle #AI/ML challenges around safety—and the results were incredible! Huge thanks to everyone who joined our Visual AI Hackathon at University of Michigan-Dearborn. Shoutout to our winners & the Voxel51 crew for an amazing event!

Here’s an inside look at CoTracker3—the point-tracking model that’s reshaping robotics, bio/med imaging, and video generation. 👀 Nikita Karaev breaks down how it was built and its unexpected applications. 🔥 Watch the full talk: www.youtube.com/watch?v=yTtT... #Meta #AI

Missed today’s Best of #NeurIPS event? No worries—we’re back on Feb. 6! 🎉 This time, we’re diving into data quality audits, zero-shot image classification, multiview scene graphs, and vision model robustness. 🔗 RSVP:

We’ve all witnessed it—the ref's whistle, the crowd's gasp, and just like that the game is decided by a split-second judgment call. 🏈 Visual AI is already used for first-down markers & strike zones, but should it step up to make the calls in football, baseball, and beyond? Tell us below! 💭

Is your classifier model underperforming? Meet Reconstruction Error Ratios (RERs): your data quality detector that finds label errors & measures dataset difficulty—all without training a full classifier. Read more: voxel51.com/blog/underst... #AI #ML #AIResearch #DataCentricAI #VisualAI

"Openness raises all tides when it comes to AI development." 🌊 - Voxel51's co-founder, Jason Corso #DeepSeek ignited #AI innovation with its #opensource approach—600+ community models based on R1, and 3M+ downloads—a reflection of how openness accelerates progress. 🔗 www.wsj.com/articles/how...

🚨 Reminder! Tomorrow’s Developer Hour with Dan Gural is going down at 12 PM ET in our Discord! If you’re into visual AI, open source, or just building cool things, this is your chance to learn from experts and connect with the community. Join here: discord.com/invite/fifty...

🚨 Germany, we’re coming for you! Join us for cutting-edge AI, ML, & computer vision talks at meetups in four iconic cities. Dive into agentic AI, self-driving datasets, deduplication & so much more. RSVP for the meetup in your city below! 🧵 #AI #ML #Germany

🚨 ICYMI, we’ve teamed up with ORI to bring AI/ML innovation to U.S. government agencies. We’re ensuring even agencies with limited AI/ML resources can tackle complex visual data challenges. 🔗 https://voxel51.com/press/voxel51-and-ori-partner-to-accelerate-visual-ai-innovation-in-u-s-government/

Get the latest on zero-shot performance, dataset bias, and more—straight from the researchers in the field. Join us Feb. 4 for our Best of NeurIPS series & hear insights from the minds behind this year’s most compelling papers.

Aging alone? Not on AI's watch. 💙 Imagine a robot that catches a fall, calls for help, chats to ease loneliness, and even helps with mobility. Paula Ramos shares how AI and robotics are stepping up for our aging loved ones. Read more: medium.com/@paularamos_... #AI #Robotics

🚨 We’re hiring a #SalesDevelopment Representative! Sound like a fit? Details below + apply here: voxel51.com/jd/?45009280... #SDR

Drowning in data? Time to tame the beast. 🐉 ZCore, our new zero-shot data reduction technique, helps you sift through massive datasets so you can: 🔥 Cut annotation costs 🔥 Slash model training times 🔥 Unleash your data's true potential 👉 Read: voxel51.com/blog/how-to-... #AI #ML

Spotting illegal airstrips in the Amazon. Tracking cattle farms for emissions. Exposing illegal gold mining. 🌍 This is the power of geospatial AI—and we're unpacking it all at our meetup today at 9AM PT. 🔗 Join us here: voxel51.com/computer-vis... #AI #GeoAI

Did you hear? DeepSeek just dropped Janus-Pro 7B, a multimodal AI game-changer. And, now you can explore its power with our new Janus-Pro VQA Plugin for FiftyOne. 🔥 Tap into Janus-Pro’s vision-language magic in just a few clicks here: github.com/voxel51/janu... #DeepSeek #AI

Self-driving innovation is moving full speed ahead. 🚗 Our own Dan Gural discusses approaches the top players are using & how you can build the best self-driving dataset. Full workshop here: voxel51.com/blog/how-to-...

Excited to announce a game-changing partnership between Voxel51 & ORI! 🤝 What it means: ✅ Federal agencies can now build mission-critical AI systems faster & more reliably ✅ Enhanced capabilities for managing large-format visual & complex media requirements ✅ More! voxel51.com/press/voxel5... #AI

"Open source is the only way to go for #AI." – @jasoncorso.bsky.social As an Ann Arbor-founded company, we’re proud to be part of the city’s thriving AI scene. Read as Jason shares the best way to get buy-in for AI, real-world visual AI apps & more here: www.secondwavemedia.com/concentrate/...

According to Dan Gural, medicine is poised for an AI breakthrough in 2025. Learn: 🔹 Why AI in medicine lags behind other sciences 🔹 Game-changing challenges AI is solving 🔹 A handy tool re-shaping medical imaging Read here: voxel51.com/blog/the-fro... #AI

Good data gets you good models—but is your model ready for the real world? 🤔 Dives into model evaluation—the key to building reliable, trustworthy #AI— and learn: ✨ Why it matters ✨ How to make models robust & fair ✨ Spotting gaps with FiftyOne voxel51.com/blog/journey...