What Is a Computer Vision Platform?


Dec. 10, 2021

Computer vision is an interdisciplinary field that combines insights from computer science, artificial intelligence, and machine learning. This field aims to make computers “see” digital images and videos at a high level, understanding them in much the same way as humans understand the visual world around them.

Of course, the field of computer vision is a highly technical one. So, how can companies of all sizes and industries use computer vision for their business needs without an in-house team of AI experts?

The answer lies in dedicated computer vision platforms. Below, we’ll answer the question “What is a computer vision platform?” and discuss some common computer vision platform use cases.

What Are Computer Vision Platforms?

A computer vision platform is an IT environment for developing and deploying computer vision applications. These platforms bundle together a software development environment with a set of associated computer vision resources.

As you’ll see, the pipeline of building computer vision applications has many steps:

  • Collecting data
  • Training and testing the model
  • Deploying the model on the proper hardware
  • Managing this deployment over time

A computer vision platform combines all of these steps into a single solution, helping organizations achieve their expected ROI more quickly.

The benefits of these platforms include:

  • Faster time to market

Creating your own production-ready AI models can take days, weeks, or months. Not only is the AI training process time-consuming, but you may need to spend significant effort tweaking and fine-tuning the end result. Computer vision platforms offer pre-built models for a wide variety of use cases, and they shorten the training process if you want to build a custom AI model.

  • Gentler learning curve

Without previous computer vision experience, you’ll struggle to build AI models at all, let alone state-of-the-art ones. Computer vision platforms dramatically simplify the AI training process, letting users train and deploy models in just a few clicks.

In particular, these platforms often come equipped with low-code or no-code capabilities. Ordinarily, training your computer vision models would require you to dig deep into a codebase, tweaking parameters and handling multiple tools and frameworks. Using a `, however, gives even non-technical users the power to create robust, highly accurate AI models—and in significantly less time.

Computer vision platform uses also extend to various tasks, from image recognition and object recognition to facial authentication to defect detection with AI. What’s more, these solutions can apply to businesses in different industries, including healthcare AI, retail AI, and manufacturing AI.

Chooch and Computer Vision Platforms

Are you looking for a powerful, user-friendly computer vision platform for your business needs? Chooch is here to help. The Chooch AI platform offers more than 100 pre-built AI model examples for businesses to get up and running with computer vision—no matter your knowledge or previous experience. Chooch can run both in the cloud and on edge devices, as best fits your needs.

To learn more, check out our extensive list of computer vision demos, or sign up today for your free account on the Chooch AI platform. You can also get in touch with our team of experts and schedule an AI Demo to discuss your unique business needs and objectives.