Blog Posts | Joshua Berkowitz

10 Articles

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FLUX.2: Setting a New Standard for Practical Visual Intelligence

The demands of modern creative production go beyond flashy demos—teams need tools that deliver precision, consistency, and control . FLUX.2 by Black Forest Labs rises to this challenge, redefining wha...

AI models computer vision creative workflows generative AI image editing open source visual intelligence

Nov 28, 2025

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News

Exploring Meta’s Segment Anything Model 3: Pushing the Boundaries of Computer Vision

Artificial intelligence has been transforming how we interact with visual data, and Meta’s Segment Anything Model 3 (SAM3) is leading the charge. SAM3 stands out as a game-changer in computer vision, ...

AI research computer vision image segmentation machine learning Meta AI open source SAM3

Nov 25, 2025

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Mastering the Art of Fine-Tuning the Segment Anything Model (SAM)

The Segment Anything Model (SAM) has revolutionized computer vision with its ability to generate high-quality segmentation masks for a wide variety of objects. While SAM offers impressive results out ...

computer vision deep learning fine-tuning model training Roboflow SAM segmentation

Nov 21, 2025

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LabOS: An AI-XR Co-Scientist That Sees And Works With Humans

Today we are taking a look at LabOS: The AI-XR Co-Scientist That Sees and Works With Humans, a research preprint led by Le Cong (Stanford) and collaborators from Princeton and other institutions. The ...

agentic ai benchmarks biomedical computer vision vlm xr

Oct 20, 2025

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Papers

How Tokenizers Are Transforming AI Image Editing and Generation

Recent innovations from MIT researchers are leveraging the hidden potential of neural networks called tokenizers for fast, flexible, and resource-efficient image manipulation. Tokenizers: More Than Co...

AI computer vision image editing image generation machine learning MIT research neural networks tokenizers

Aug 27, 2025

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DINOv3: Redefining Self-Supervised Learning in Computer Vision

Meta’s DINOv3 is pushing self-supervised learning (SSL) to new heights and transforming the landscape of computer vision with a vision model that learns directly from billions of images without needin...

AI research computer vision deep learning DINOv3 image analysis open source self-supervised learning

Aug 19, 2025

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Vision-Based Learning Is Giving Robots a Sense of Self

What if a we could program a machine that figures out how its body works the same way a child learns to wiggle their fingers, by observing and experimenting. This is the concept behind the Neural Jaco...

autonomous systems computer vision machine learning neural networks robotics self-awareness soft robotics

Jul 26, 2025

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Conversational Image Segmentation: How Gemini 2.5 Is Changing Visual Interaction

Describing images with natural language and having an AI instantly understand and act on your request is no longer science fiction. Gemini 2.5 introduces conversational image segmentation, allowing yo...

AI development computer vision creative tools Gemini image segmentation multi-lingual natural language OCR

Jul 22, 2025

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Gemini

How AI-Generated Masks Are Transforming Art Restoration

By blending artificial intelligence with advanced printing, researchers are speeding up art restoration, allowing hidden treasures to return to public view with remarkable accuracy and efficiency. Wha...

artificial intelligence art restoration computer vision conservation cultural heritage digital tools machine learning

Jun 18, 2025

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MIT's New AI Bridges the Gap Between Sight and Sound - No Labels Needed!

MIT researchers have developed a groundbreaking machine-learning model that learns to link audio and visual data from unlabeled video clips, much like people naturally connect the sight of a cello bow...

artificial intelligence audio-visual learning computer vision machine learning multimodal AI robotics unsupervised learning

May 27, 2025

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