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Visual Blocks: How to Build Tailor-Made AI Applications from Scratch

3 min readSep 1, 2024

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Image Source: https://visualblocks.withgoogle.com/#/

What Are Visual Blocks?

Visual Blocks is a Google visual programming framework designed for machine learning (ML). It enables you to build ML pipelines using a no-code graph editor. With Visual Blocks, you and your users can rapidly prototype workflows by dragging and dropping various ML components, such as models, user inputs, processors, and visualisations, into a connected graph.

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What Can You Do with Visual Blocks?

Visual Blocks offer a powerful and flexible approach for building a wide range of applications, especially those leveraging machine learning. Here are some key areas where Visual Blocks excel:

  • Machine Learning Pipelines: Easily design and experiment with ML pipelines by connecting pre-built blocks for tasks like data processing, model training, and evaluation.
  • Multimedia Applications: Create interactive multimedia experiences with ease, incorporating features such as image and video processing and body language detection.
  • Real-Time Applications: Develop applications that respond to…

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Dr Roushanak Rahmat
Dr Roushanak Rahmat

Written by Dr Roushanak Rahmat

Enterprise AI Architect (GenAI & Agentic FDE) 🔷 Google Developer Expert (AI & Cloud)🔷 Keynote & Tech Speaker 🔷 https://youtube.com/@RoushanakRahmat