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Technology

SAM3

Meta’s unified foundation model for Promptable Concept Segmentation (PCS) that detects, masks, and tracks every instance of a visual concept across images and videos.

SAM 3 unifies detection, segmentation, and tracking into a single 848M-parameter architecture for Promptable Concept Segmentation (PCS). This model moves beyond the single-object clicks of its predecessors to handle open-vocabulary tasks: you can now isolate every instance of a concept (like "yellow school bus" or "person with backpack") across images and video frames simultaneously. It cuts through the complexity of multi-model pipelines by integrating a DETR-style detector with SAM 2’s temporal memory. For teams working in spatial AI, the companion SAM 3D model provides a direct path from single RGB images to high-fidelity 3D reconstructions.

https://segment-anything.com
25 projects · 24 cities

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SAM: Portable ONNX/C++ Implementation
Lausanne Apr 30
SAM2 ONNX Runtime
Bmg: Scaling Document Standardization AI
São Paulo Mar 26
AWS Amazon Bedrock
3D Gaussian Splatting Memory Reconstruction
Hong Kong Mar 26
3D Gaussian Splatting Meta SAM 3D
Claude: Cache-Optimized Agentic Fanout
Chicago Mar 17
Claude Sonnet 4 Vercel AI SDK v6
Words to World: AI Models
San Diego Feb 26
Unreal Engine 5 PyTorch
Radiology Lab: Medical Imaging Segmentation
Raleigh Feb 11
Turborepo Segment Anything Model
Verifiable Design Parity Constraints
New York City Feb 4
Liquid UI Figma
Biological Age from Blood Work
Seattle Dec 18
GPT-4 OpenAI API
NVIDIA Cosmos: Lab to Field
Raleigh Dec 10
Cosmos-Transfer2 Real2Real
Gemini 3D Traffic Twins
Toronto Dec 3
Gemini 3 Pro Segment Anything Model
ORION: ROS 2 ESP32 Robot
Bogotá Sep 25
ROS 2 Jazzy micro-ROS
AI: Waste to Value Systems
Atlanta Aug 28
GPT-4 LangChain
Fuel Telematics Foundation Models
London Aug 28
Moment Samsara
Homemade and Follow AI Platforms
Amsterdam Aug 27
TAO LLM
Evals: KPIs to CI/CD
Pune Aug 23
Claude GPT
Gemini Live: Real-Time Voice Agents
Medellín Aug 21
Gemini-2 Google GenAI SDK
Vertex AI: Batch Structured Outputs
New York City Jun 25
Llama-4 OpenAI
ML for Government Transparency
New York City Jun 3
Llama-4 Gemini
Self-Training via Second-Level Support
Rome May 30
OpenAI API Ollama
Flujo para Video IA Largo
Medellín May 29
Google Veo 3 OpenAI gpt-image-1
Flujo Generación Video Largo
Manizales May 28
Google Veo 3 OpenAI gpt-image-1
RELAI AI Benchmarks with Gemini
DC May 7
GPT-4 Claude-3
vvvdeo: SAM2 Video Memes
Rome Mar 3
GPT-4 LangChain
IA Empresarial: Expectativa y Realidad
Santiago Feb 27