EasySegment
深度学习分割库
© EURESYS S.A. - Subject to change without notice
8/13/2024 Datasheet 深度学习分割库
Main benefitsOther benefits规格Software
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亮点
EasySegment 说明
EasySegment 是 Deep Learning Bundle 的分割工具。EasySegment 执行缺陷检测和分割。它可以识别有缺陷的部件,并精确指出图像中的缺陷位置。
–在监督模式下,EasySegment学习图像中何为缺陷部分、何为“优良”部分的模式。这个过程使用带有预期分割的图像来进行训练,然后即可使用该工具来检测和分割新图像中的缺陷。
EasySegment的监督模式可以达到更高的精度,由于预期分割的缘故,相较于无监督模式,它可以分割更为复杂的缺陷。
–在无监督模式下,EasySegment学习何为“优良”样本(即无任何缺陷的样本)的模式。它在训练时只使用“优良”样本图像。
然后便可使用该工具将新图像按优良或缺陷进行分类,并分割出这些图像中的缺陷。EasySegment无监督模式只训练优良样本图像,即使事先不知晓缺陷类型或不易获得缺陷样本,它也照样能执行检验。
Main benefits
Other benefits
Deep Learning Bundle功能比较
EasyClassify、EasySegment 和 EasyLocate 不另售。它们只作为 Deep Learning Bundle 的一部分提供。
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工具与应用程序
Open eVision Deep Learning Studio
Open eVision 包含免费的 Deep Learning Studio应用程序。在创建数据集以及深度学习工具的训练和测试过程中,该应用程序将为用户提供协助。对于 EasySegment,Deep Learning Studio 集成了注释工具,可以将预测转换为真实注释。它还支持根据性能要求以图形方式配置工具。例如训练过后,可以在更高的缺陷检测率或更高的良品检测率之间进行权衡。
此库只作为 Deep Learning Bundle 的一部分购买
规格
Software
- Host PC Operating System
Open eVision is a set of 64-bit libraries that require an Intel compatible processor with the SSE4 instruction set or an ARMv8-A compatible processor.
Open eVision can be used on the following operating systems:
Microsoft Windows 11, 10, 8.1, 7 for x86-64 (64-bit) processor architecture
Linux for x86-64 (64-bit) and ARMv8-A (64-bit) processor architectures with a glibc version greater or equal to 2.18
Remote connections
Remote connections are allowed using remote desktop, TeamViewer or any other similar software.
Virtual machines
Virtual machines are supported. Microsoft Hyper-V, Oracle VirtualBox and libvirt hypervisors have been successfully tested.
Only the Neo Licensing System is compatible with virtualization.
Minimum requirements:
2 GB RAM to run an Open eVision application
8 GB RAM to compile an Open eVision application
Between 100 MB and 2 GB free hard disk space for libraries, depending on selected options.
- APIs
Supported programming languages :
The Open eVision libraries and tools support C++, Python and the programming languages compatible with the .NET Framework (C#, VB.NET)
C++ requirements: A compiler compatible with the C++ 11 standard is required to use Open eVision
Python requirements: Python 3.11 or later is required to use the Python bindings for Open eVision
.NET requirements: .NET Framework versions 2.0 to 4.8 are supported
Supported Integrated Development Environments:
Microsoft Visual Studio 2017 (C++, C#, VB .NET, C++/CLI)
Microsoft Visual Studio 2019 (C++, C#, VB .NET, C++/CLI)
Microsoft Visual Studio 2022 (C++, C#, VB .NET, C++/CLI)
QtCreator 4.15 with Qt 5.12
Ordering Information
- Product code - Description
PC4188 Open EasySegment for USB dongle
PC4238 Open EasySegment for PAR dongle
PC4338 Open eVision EasySegment
- Related products
PC6512 eVision/Open eVision USB Dongle (empty)
PC6513 eVision/Open eVision Parallel Dongle (empty)
PC6514 Neo USB Dongle (empty)
下载区域
Open eVision
- 32-bit applications were supported up to Open eVision 23.04
- Other End of Life Announcements are detailed in Open eVision release notes
eVision
Please use Open eVision instead for new developements.
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