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| New Feature | Improvement | Bug Fix | Enterprise Only |
| --- | --- | --- | --- |
|  |  |  |  |

## Model [​](https://docs.clarifai.com/product-updates/changelog/release78/\#model "Direct link to Model")

| Status | Details |
| --- | --- |
|  | Model: Published "person-detection-edge" Visual-Detector |
|  | Model: Published "person-vehicle-detection-edge" Visual Detector |

## Platform-Object [​](https://docs.clarifai.com/product-updates/changelog/release78/\#platform-object "Direct link to Platform-Object")

| Status | Details |
| --- | --- |
|  | Annotation: Added support for Time-Segments |
|  | Application: Reindexing with no inputs returns invalid request |
|  | Model-Type: Added Track-Aggregator |
|  | Model: Added Model.Notes field |
|  | Task: Continuously check Consensus threshold logic |
|  | Task: Fix incorrect status mapping in Annotation stats |
|  | Task: Ignore Consensus logic on "Empty" annotations |

## Portal [​](https://docs.clarifai.com/product-updates/changelog/release78/\#portal "Direct link to Portal")

| Status | Details |
| --- | --- |
|  | Input-Details: Audio doesn't stop when exiting after playing video |
|  | Task-Labeler: Added histogram showing count of objects throughout Video-Inputs |
|  | Task-Labeler: Added Time-Segment tool |
|  | Task-Labeler: Added tracklet visualization for Object-Track labels |
|  | Task-Labeler: AI-Assist suggestions not displaying for Public Visual-Classifiers |
|  | Task-Labeler: Fix carousel being pushed off-screen by timeline |
|  | Task-Labeler: Loading animation continues indefinitely after GetTaskInputs returns no hits |
|  | Task-Manager: Reduce minimum Consensus Threshold to 2 |
|  | Task-Reviewer: Video-Input thumbnails fail to load |
|  | Workflow-Builder: Added new navigation options and tooltips |
|  | Workflow-Builder: Fixed handling of non-create-able model-types |
|  | Workflow-Builder: Fixed the logic for showing model/version selector in Node details |
|  | Improved handling of failed inputs that are not marked as failed |
|  | Onboarding Dialog improvements |

- [Model](https://docs.clarifai.com/product-updates/changelog/release78/#model)
- [Platform-Object](https://docs.clarifai.com/product-updates/changelog/release78/#platform-object)
- [Portal](https://docs.clarifai.com/product-updates/changelog/release78/#portal)