Deep Learning Compatibility

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Starting from version 2.1.0, Mech-MSR can use model packages exported from Mech-DLK for deep learning inference (see the Deep Learning Model Package Inference Step).

Currently, Mech-MSR does not support model packages trained and exported on NVIDIA GeForce RTX 50 Series GPUs.

Software Version Adaptation

Ensure that the model package version is compatible with the Mech-MSR software version in use.

The model package version corresponds to the version of Mech-DLK software used to export the model package.

Current Mech-MSR Version

It is recommended that Mech-MSR 2.1.1 use the model packages exported from Mech-DLK 2.6.2 for deep learning inference.
Mech-MSR version Supported model package types Supported model package versions

2.1.1

Text Detection

2.6.1+

Text Recognition

2.6.1+

Defect Segmentation

Single class: 2.6.1+

Multiple classes: 2.6.2+

Unsupervised Segmentation

2.6.1+

Instance Segmentation

2.6.1+

Object Detection

2.6.1+

Classification

2.6.1+

History Mech-MSR Versions

Mech-MSR version Supported model package types Supported model package versions

2.1.0

Text Detection

2.6.1+

Text Recognition

2.6.1+

Defect Segmentation*

2.6.1+

Unsupervised Segmentation

2.6.1+

Instance Segmentation

2.6.1+

Object Detection

2.6.1+

Classification

2.6.1+

An asterisk (*) next to “Defect Segmentation” indicates that the corresponding Mech-MSR supports only a single defect class instead of multiple classes in the model package.

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