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Merged
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Sep 15, 2021
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3.5.0 Release #289

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testing panoptic model
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merge with dev
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testing panoptic
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all instances are things
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update class logic for seg masks
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add ignore flag to coco objects
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Merge pull request #278 from Labelbox/ms/confusion-matrix-metrics
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Merge branch 'develop' of https://github.com/Labelbox/labelbox-python…
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Merge branch 'ms/expand-metrics' of https://github.com/Labelbox/label…
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prep for release
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Merge pull request #288 from Labelbox/3.5.0
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Merge pull request #290 from Labelbox/alexandracota-patch-1
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9 changes: 9 additions & 0 deletions CHANGELOG.md
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# Changelog
# Version 3.5.0 (2021-15-09)
## Added
* Diagnostics custom metrics
* Metric annotation types
* Update ndjson converter to be compatible with metric types
* Metric library for computing confusion matrix metrics and iou
* Demo notebooks under `examples/diagnostics`
* COCO Converter
* Detectron2 example integration notebooks

# Version 3.4.1 (2021-09-10)
## Fix
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## [Label Export](label_export)

| Notebook | Github | Google Colab |
| --------------------------- | --------------------------------- | ------------ |
| Image Annotation Export | [Github](label_export/images.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/label_export/images.ipynb) |
| Text Annotation Export | [Github](label_export/text.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/label_export/text.ipynb) |
| Video Annotation Export | [Github](label_export/video.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/label_export/video.ipynb) |
| Notebook | Github | Google Colab | Learn more |
| --------------------------- | --------------------------------- | ------------ | ---------- |
| Image Annotation Export | [Github](label_export/images.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/label_export/images.ipynb) | [Reference](https://docs.labelbox.com/reference/label-output) |
| Text Annotation Export | [Github](label_export/text.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/label_export/text.ipynb) | [Reference](https://docs.labelbox.com/reference/label-output) |
| Video Annotation Export | [Github](label_export/video.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/label_export/video.ipynb) | [Reference](https://docs.labelbox.com/reference/label-output) |
------

## [Model Assisted Labeling](model_assisted_labeling)

| Notebook | Github | Google Colab |
| --------------------------- | --------------------------------- | ------------ |
| MAL Basics | [Github](model_assisted_labeling/mal_basics.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_assisted_labeling/mal_basics.ipynb) |
| Image MAL | [Github](model_assisted_labeling/image_mal.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_assisted_labeling/image_mal.ipynb) |
| Notebook | Github | Google Colab | Learn more |
| --------------------------- | --------------------------------- | ------------ | ---------- |
| MAL Basics | [Github](model_assisted_labeling/mal_basics.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_assisted_labeling/mal_basics.ipynb) | [Docs](https://docs.labelbox.com/docs/model-assisted-labeling) |
| Image MAL | [Github](model_assisted_labeling/image_mal.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_assisted_labeling/image_mal.ipynb) |
| Named Entity Recognition MAL | [Github](model_assisted_labeling/ner_mal.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_assisted_labeling/ner_mal.ipynb) |
| Debugging MAL | [Github](model_assisted_labeling/debugging_mal.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_assisted_labeling/debugging_mal.ipynb) |
| MAL with Subclasses | [Github](model_assisted_labeling/mal_with_subclasses.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_assisted_labeling/mal_with_subclasses.ipynb) |
Expand All @@ -44,11 +44,11 @@

## [Project Configuration](project_configuration)

| Notebook | Github | Google Colab |
| --------------------------- | --------------------------------- | ------------ |
| Project Setup | [Github](project_configuration/project_setup.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/project_configuration/project_setup.ipynb) |
| Queue Management | [Github](project_configuration/queue_management.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/project_configuration/queue_management.ipynb) |
| Webhooks | [Github](project_configuration/webhooks.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/project_configuration/webhooks.ipynb) |
| Notebook | Github | Google Colab | Learn more |
| --------------------------- | --------------------------------- | ------------ | ---------- |
| Project Setup | [Github](project_configuration/project_setup.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/project_configuration/project_setup.ipynb) | [Docs](https://docs.labelbox.com/docs/project-setup) |
| Queue Management | [Github](project_configuration/queue_management.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/project_configuration/queue_management.ipynb) | [Docs](https://docs.labelbox.com/docs/queue-customization) |
| Webhooks | [Github](project_configuration/webhooks.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/project_configuration/webhooks.ipynb) | [Docs](https://docs.labelbox.com/docs/webhooks) |


## [Annotation Types](annotation_types)
Expand All @@ -61,7 +61,9 @@
| MAL Using Annotation Types | [Github](annotation_types/mal_using_annotation_types.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/annotation_types/mal_using_annotation_types.ipynb) |

## [Model Diagnostics](model_diagnostics)
| Notebook | Github | Google Colab |
| --------------------------- | --------------------------------- | ------------ |
| Model Diagnostics Guide | [Github](model_diagnostics/model_diagnostics_guide.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_diagnostics/model_diagnostics_guide.ipynb) |
| Notebook | Github | Google Colab | Learn more |
| --------------------------- | --------------------------------- | ------------ | ---------- |
| Model Diagnostics Guide | [Github](model_diagnostics/model_diagnostics_guide.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_diagnostics/model_diagnostics_guide.ipynb) | [Docs](https://docs.labelbox.com/docs/model-diagnostics) |
| Model Diagnostics Demo | [Github](model_diagnostics/model_diagnostics_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_diagnostics/model_diagnostics_demo.ipynb) |
| Custom Metrics Basics | [Github](model_diagnostics/custom_metrics_basics.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_diagnostics/custom_metrics_basics.ipynb) | [Docs](https://docs.labelbox.com/docs/model-diagnostics) |
| Custom Metrics Demo | [Github](model_diagnostics/custom_metrics_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_diagnostics/custom_metrics_demo.ipynb) |
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