Voxel51
@voxel51.bsky.social
The most powerful open-source visual AI and computer vision data platform. Maximize AI performance with better data: voxel51.com
Reposted by Voxel51
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
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
June 4, 2025 at 4:27 PM
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
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
Hear new research on image gen, anomaly detection & more.
utm.guru/uipNe
Best of WACV - May 29, 2025
Welcome to the Best of WACV series, your virtual pass to some of the groundbreaking research, insights, and innovations that defined this year’s conference. Live streaming from the authors to you.
utm.guru
May 22, 2025 at 6:45 PM
🚨 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
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
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
May 5, 2025 at 2:16 PM
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
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...
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...
May 2, 2025 at 2:19 PM
🚀 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...
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...
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...
May 1, 2025 at 4:34 PM
🔎 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...
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. 👇
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. 👇
April 16, 2025 at 4:55 PM
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. 👇
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
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
April 9, 2025 at 2:56 PM
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
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...
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...
April 2, 2025 at 1:24 PM
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...
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/
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/
April 1, 2025 at 4:11 PM
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/
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
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
Visualizing Model Certainty in the Unknown - Voxel51
Visualize model certainty on unlabeled data with our new open source tool. Efficiently predict model performance and identify high-value data to improve your Visual AI.
voxel51.com
April 1, 2025 at 2:54 PM
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
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
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
Training Techniques for Convolutional Networks - April 1, 2025
Join us for a 12-part, hands-on series that teaches you how to work with images, build and train models, and explore tasks like image classification, segmentation, object detection, and image generati...
voxel51.com
March 31, 2025 at 7:15 PM
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
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...
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...
March 28, 2025 at 5:29 PM
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...
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...
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...
Building Visual AI in the Enterprise Workshop - March 27, 2025
Want to take your computer vision workflows to the next level? Then this workshop is for you! Join us for 90 minutes as we demonstrate the full power of the enterprise FiftyOne platform so your teams ...
voxel51.com
March 26, 2025 at 7:01 PM
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...
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
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
March 24, 2025 at 8:13 PM
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
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.
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.
Getting Started with FiftyOne Computer Vision Workshop
Join us for the free 90-minute, hands-on workshop to learn how to get started with open source FiftyOne.
voxel51.com
March 10, 2025 at 6:17 PM
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.
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
Will you be there? 👀
Let’s connect and talk all things AI in Ag! https://worldagritechusa.com/
#AgTech
March 7, 2025 at 11:01 PM
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
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
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
March 7, 2025 at 8:40 PM
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
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
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
Visual AI Hackathon - March 9, 2025 - Voxel51
Tech talks, hands-on workshops, engaging challenges, networking opportunities and prizes! Visual AI Hackathon at University of Connecticut!
voxel51.com
March 7, 2025 at 5:04 PM
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
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
#AI #MachineLearning
March 7, 2025 at 2:57 PM
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
#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
FiftyOne helps robotics teams refine sensor data—so your models actually perform in the real world.
🔗Learn: https://f.mtr.cool/mxqqcgmdom
#Robotics
March 6, 2025 at 3:03 PM
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
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 took time to reflect, reconnect & plan for an even bigger 2025. Let’s make this year our best one yet! 🚀
February 20, 2025 at 3:15 PM
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 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
🔗 Sign up: voxel51.com/computer-vis...
#DeepSeek #AI #ML
February 19, 2025 at 4:20 PM
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
🔗 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
@_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
Achieving 99.999% Accuracy for Visual AI - Digital CxO Podcast EP110 - Techstrong TV
In this episode, Amanda Razani speaks with Dr. Jason Corso, co-founder of Voxel 51, about what it will take to achieve almost 100% accuracy in Visual AI, use cases for it, and how this technology could impact the future.
techstrong.tv
February 18, 2025 at 9:32 PM
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
@_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
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
February 18, 2025 at 8:27 PM
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
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/
You get Voxel51. 🚀
We’re redefining visual #AI and looking for thinkers, builders, and doers to join us.
🌟 Explore open roles: voxel51.com/jobs/
February 17, 2025 at 5:51 PM
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/
You get Voxel51. 🚀
We’re redefining visual #AI and looking for thinkers, builders, and doers to join us.
🌟 Explore open roles: voxel51.com/jobs/