2.8.0

2.8.0

Added:

• HowTo-Guide is created on RIB communication protocol usage explaining the new connection type, related cycle time parameter, necessary validations and preconfiguration.

Changed:

• When targeting AI Inference Server 2.8.0 or above, you no longer need to flatten model input tensors in pre-processing. The runtime now forwards and validates dimensional metadata automatically during GPU inference. Our E2E Object Detection Tutorial has been updated accordingly.

Security:

• onnx==1.20.0 - onnx ≤ 1.18.0 - Remote Path Traversal Vulnerability - CVE-2025-51480
• numpy==2.2.6
• pip==25.3 - pip ≤ 25.2 - Remote Symlink Traversal Vulnerability - CVE-2025-8869
• urllib3==2.6.3 - urllib3 1.0.x < 2.6.0 - Multiple Remote Denial of Service Vulnerabilities - GHSA-gm62-xv2j-4w53, GHSA-2xpw-w6gg-jr37
• fonttools==4.61.1
• keras==3.13.0
• werkzeug==3.1.5
• filelock==3.20.3
• torch==2.9.1+cpu
• torchvision==0.24.1+cpu
• protobuf==6.32.0
• onnxscript==0.5.7
• ml_dtypes==0.5.4
• onnx-ir==0.1.14
• setuptools==80.9.0

2.7.0

New features:

• Pipeline mapping preconfiguration tutorial
• ImageSet usage is explained in tutorials

Fixed issues:

• Python 3.11.x ≤ 3.11.13 - Multiple Vulnerabilities - 3.11.14
• Python 3.12.x ≤ 3.12.11 - Multiple Vulnerabilities - 3.12.12
• pip < 25.2 - Remote Symlink Traversal Vulnerability - 25.2
• protobuf ≤ 6.31.1 - Remote Path Traversal Vulnerability - 6.32.0
• protobuf < 6.31.1 - Remote Denial of Service - 6.32.0

Release 2.6.0

From this version we discontinue testing the tutorials on other environments than Pyhon 3.12 for Linux type OS. All of represented examples can be tried in other environments, but the best experience only guaranteed the environment above.

New features:

• Disable installing dependencies for a component
• New YOLO E2E Segmentation tutorial
• Image classification tutorial is extended with visualization example
• Object detection tutorial is extended with visualization example

Improvements:

• Updated tutorials to Python 3.12.10

Release 2.5.0

Open source publish of AI SDK Tutorials with version 2.5.0

Merge pull request #6 from industrial-edge/release/2.4.0

Updating content with release 2.4.0

Release version 2.3.0

Merge pull request #5 from industrial-edge/release/2.3.0

Draft: Release version 2.3.0

Release 2.2.0

Merge pull request #4 from industrial-edge/fixing-inner-links

Fixing broken links