Data AnalysisVerified
Reviewed and published by trentmaziarz, July 20, 2026. Discovered and drafted by our automated research pipeline.
MathWorks offers AI-assisted image and video labeling tools in its Computer Vision Toolbox, using the Segment Anything Model (SAM 2) and Grounding DINO to automatically generate pixel-level labels for training deep learning models. These tools are available to licensed users of the toolbox.
Details
In the Image Labeler and Video Labeler apps, users can invoke SAM 2 to automatically segment objects in images or videos by clicking or drawing regions of interest, or by segmenting an entire image automatically. Separately, Grounding DINO allows users to create bounding box labels for object detection by typing descriptive text (e.g., 'car' or 'person') rather than drawing manually. The output is labeled ground truth data used to train or evaluate deep learning models. These capabilities require the Image Processing Toolbox and Deep Learning Toolbox licenses.
Products affected
Computer Vision ToolboxImage LabelerVideo LabelerImage Processing ToolboxDeep Learning Toolbox
Sources & Evidence
Company Disclosure
Cite this record
Trace Foundation. (2026). MathWorks: MathWorks offers AI-assisted image and video labeling tools in its Computer Vision Toolbox, using the Segment Anything Model (SAM 2) and Grounding DINO to automatically generate pixel-level labels for training deep learning models. These tools are available to licensed users of the toolbox (data as of 2026-07-20) [Data set record]. AI Trace. https://www.aitrace.org/r/practice/005d4dfa-56a8-4ea4-952c-dcafa2d5cf5c. Accessed September 2, 2026.
- Stable link
- https://www.aitrace.org/r/practice/005d4dfa-56a8-4ea4-952c-dcafa2d5cf5c
- Data as of
- July 20, 2026
- Last verified
- Not recorded
Other practices by MathWorks
Data AnalysisMathWorks offers the Statistics and Machine Learning Toolbox, a product that allows users to build, train, and deploy predictive machine learning models using interactive apps and programmatic tools directly in MATLAB. It has been available for many years and is continuously updated.ProductivityMathWorks deployed Polyspace Copilot, a generative AI assistant for the Polyspace embedded code analysis product, as part of Release 2026a in April 2026. It helps software engineers understand and fix coding defects and standards violations detected in C and C++ code.ProductivityMathWorks offers the MATLAB Agentic Toolkit and Simulink Agentic Toolkit, free open-source tools that connect third-party AI coding agents to a live MATLAB or Simulink session so agents can autonomously write, run, test, and debug code without manual copy-pasting. These were released in April 2026.
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