Easy Computer Vision View on Asset Store (opens in new tab)

Package details

Latest version
1.2.1
Last updated
First released
Unity version
2022.3.13 or later
Package size
24.7 MB
Files
27
Favorites
12
Views in the past week
3

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Easy Computer Vision

by Futurist Acoustics (opens in new tab)

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EasyComputerVision integrates Sentis with a code-free interface to offer an easy way to run computer vision models inside Unity. Currently providing easy image classification and object detection.

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Easy Computer Vision screenshot 1

Easy Computer Vision screenshot 1

About this asset

Implementing machine learning models inside a game engine can be difficult. Unity has helped significantly by creating Sentis, allowing models to be integrated into games. But we go even further by combining it with a no-code interface with EasyComputerVision. No code or knowledge of machine learning is required to be able to run models. The system is fully offilne, operating on a choice of the CPU or GPU, without any reliance on costly cloud services. Simply import your model, use your webcam or an in-game camera as input, and you're ready to make predictions. We offer easy to follow tutorials and have speedy customer service for any queries you may have.

EasyComputerVision has been designed for image classification tasks and, in our recent update, object detection. In future updates, we hope to provide tested compatibility for more computer vision types, like image segmentation and depth estimation, so you can run a range of computer vision models. We have recently refactored our code to use the new Unity Sentis, which will allow us to more easily create no-code interfaces that are compatible with more model types.

You can view our documentation, roadmap, tutorials, free models, and even make feature requests (we encourage you to!) on our EasyComputerVision GitHub Page.

EasyComputerVision is compatible with models in the .onnx format. There are thousands of freely available models to choose from, so we do not provide them within this package. A large database of models can be found at HuggingFace and numerous models are available already in the .onnx format in the newly updated ONNX Model Zoo. EasyComputerVision is currently only compatible with image classification models and, more recently, some object detection models. Please see our GitHub for a list of tested models.

If you have any questions, including those regarding model compatibility, please contact us via your preffered method shown on our publisher page.

From the publisher's Asset Store listing.

Technical details

  • Image classification
  • Object detection
  • Use in-game camera as input
  • Use webcam as input
  • Automatically creates a render texture using the model's input dimensions
  • Inference on update
  • Inference on interval
  • Inference on interval using scheduled execution
  • Inference on key press
  • Inference on key press using scheduled execution
  • Use a range of engine backend types compatible with GPU and CPU
  • Display the input texture as image on a canvas
  • View the output of object detection models in-game
  • Modify the bounding box and text color how you want
  • View a summary of the model for convenience
  • Scheduled execution can be fine-tuned. The number of model layers processed per frame can be configured, enabling greated control of the inference overhead

Compatibility

Render pipelines supported in each Unity version
Unity version Built-in URP HDRP Custom
2022.3.13f1 Compatible Compatible Compatible Compatible

As listed on the Asset Store.