Spec Sheet

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VISIONPRO DEEP LEARNING

Graphical programming environment for deep learning-based image analysis

VisionPro

Deep Learning is the best-in-class deep learning-based image analysis software designed for factory

automation. Its eld-tested algorithms are optimized specically for machine vision, with a graphical user interface

that simplies neural network training without compromising performance. VisionPro Deep Learning solves complex

applications that are too challenging for traditional machine vision, while providing a consistency and speed that aren’t

possible with human inspection. When combined with VisionPro’s rule-based vision libraries, automation engineers can

easily choose the best tool for the task at hand.

Part location and

assembly verication Defect detection

Object and scene

classication Character reading

Corrosion

Intuitive graphical training

VisionPro Deep Learning’s graphical

training interface simplies the task of

collecting images, training the neural

network, and testing it on a variety of

image sets. The unique tool-chaining

capability lets users break down their

problem into smaller steps, making it

easier to optimize and requiring fewer

training images.

Summary of content (6 pages)

PAGE 1
VISIONPRO DEEP LEARNING Graphical programming environment for deep learning-based image analysis VisionPro® Deep Learning is the best-in-class deep learning-based image analysis software designed for factory automation. Its field-tested algorithms are optimized specifically for machine vision, with a graphical user interface that simplifies neural network training without compromising performance.
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Simplified integration in a common environment Users can take advantage of the extensive selection of traditional machine vision tools alongside innovative deep learning tools. VisionPro Deep Learning provides access to deep learning toolsets through programmatic integration, as well as through standard VisionPro software1 and the Cognex Designer graphical development interface2.
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Deep learning toolset VisionPro Deep Learning tools are trained by example, unlike traditional rule-based vision algorithms. These tools are optimized for factory automation vision inspections and require smaller image sets for quicker training. The user-friendly GUI also provides a simple environment to manage and develop your applications.
PAGE 4
Green Classify for object and scene classification The Green Classify tool is a robust classifier that can be used to distinguish between different types of objects, identify defect types, and even inspect images. Learning from a collection of labeled images, Green Classify identifies and sorts products into classes based on their common characteristics such as color, texture, materials, packaging, and defect type.
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Choice of Tool Architecture based on Application Need The Green Classify and Red Analyze tools can be used with two different network architecture settings: Focused Mode or High Detail Mode. Focused Mode is ideal for simpler applications where robust results are needed quickly. High Detail Mode is a powerhouse network architecture for the most challenging and complex applications which demand maximum accuracy.
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SPECIFICATIONS Windows based graphical user interface (GUI) with plugin support Graphical & application programming interfaces C library (Windows DLL) for runtime and/or training Microsoft .NET library (Wrapper for C library and WPF GUI components) CPU Intel Core i7 or higher (recommended) Cognex only supports NVIDIA GPUs. GPU Hardware & OS Requirements Recommend GPU memory of 11GB or higher (GTX 1080Ti, RTX 2080Ti, 3070, 3080, 3090).