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Add known issues to changelog and readme #3722

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Jul 11, 2024
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Add known issues to changelog and readme #3722

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6 changes: 5 additions & 1 deletion CHANGELOG.md
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Expand Up @@ -96,7 +96,7 @@ All notable changes to this project will be documented in this file.
- Refactoring detection modules
(<https://github.com/openvinotoolkit/training_extensions/pull/3636>)

### Buf fixes
### Bug fixes

- Fix conflicts between develop and 2.0.0
(<https://github.com/openvinotoolkit/training_extensions/pull/3490>)
Expand Down Expand Up @@ -139,6 +139,10 @@ All notable changes to this project will be documented in this file.
- Fix MaskRCNN SwinT NNCF Accuracy Drop
(<https://github.com/openvinotoolkit/training_extensions/pull/3685>)

### Known issues

- Post-Training Quantization (PTQ) optimization applied to maskrcnn_swint in the instance segmentation task may result in significantly reduced accuracy. This issue is expected to be addressed with an upgrade to OpenVINO and NNCF in a future release.

## \[v2.0.0\]

> _**NOTES**_
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6 changes: 5 additions & 1 deletion README.md
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Expand Up @@ -221,7 +221,7 @@ In addition to the examples above, please refer to the documentation for tutoria
- Move assigning tasks to Models from Engine to Anomaly Model Classes
- Refactoring detection modules

### Buf fixes
### Bug fixes

- Fix conflicts between develop and 2.0.0
- Fix polygon mask
Expand All @@ -244,6 +244,10 @@ In addition to the examples above, please refer to the documentation for tutoria
- Fix optimize with Semi-SL data pipeline
- Fix MaskRCNN SwinT NNCF Accuracy Drop

### Known issues

- Post-Training Quantization (PTQ) optimization applied to maskrcnn_swint in the instance segmentation task may result in significantly reduced accuracy. This issue is expected to be addressed with an upgrade to OpenVINO and NNCF in a future release.

### Release History

Please refer to the [CHANGELOG.md](CHANGELOG.md)
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