# Release 6.0 Changelog

Introducing important new features, improvements, and bug fixes with Changelog 6.0

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

## Accounts

| Status | Details |
| --- | --- |
|  | Remove country field from signup form, simplifying new customer signups |
|  | Essential Plan User can't add collaborators. Fixed |

## API

| Status | Details |
| --- | --- |
|  | Introduce new Python gRPC API client, enabling new features and performance enhancements across API |
|  | Introduce new Java gRPC API client, enabling new features and performance enhancements across API |
|  | Update API key type for "app_specific" for app-specific keys to be more clear to users |

## Applications

| Status | Details |
| --- | --- |
|  | Allow Personal Access Tokens when calling /users/me (GetUsers) |
|  | [Frontend] Enable "Copy Application" from collaborated apps, making it easy to duplicate and build upon existing applications |
|  | Program to clean internal apps crashing. Fixed |

## Data Management

| Status | Details |
| --- | --- |
|  | Added the ability to accept b64 Gifs |
|  | Functionality to upload pre-tagged images missing. Fixed |
|  | Images pre-tagged with concepts do not successfully upload into Clarifai UI On doing bulk uploads (>20-30 urls). Fixed |
|  | Bulk image upload issue. Fixed |
|  | "Download Failed" error when uploading images. Fixed |
|  | Issue with post inputs key being a PAT in a collector. Fixed |

## Annotate

| Status | Details |
| --- | --- |
|  | Skip aligning landmarks if landmark points are out of range to avoid errors and unexpected behavior |
|  | Bounding Boxes and Cropped Regions aren't displaying on Videos with default runtime config. Fixed |
|  | Insert annotations and related data in batch to improve performance |

## Model

| Status | Details |
| --- | --- |
|  | Evaluate new face embedding model workflow end to end for optimal performance |
|  | Validate that concept.app_id shouldn't be set when creating/patching models |
|  | Add new predicate to knowledge graph for "relates_to" to represent synonyms |
|  | Model training lag. Fixed |
|  | Model has missing inputs. Fixed |
|  | Submitted models becoming stuck in queue. Fixed |
|  | Custom training models when uploaded images are not fully pre-processed. Fixed |
|  | Custom facial recognition bboxes do not correspond with detection boxes/ Custom facial recognition prediction interval for video is still 1000ms for apps supporting 100ms runtime config. Fixed |
|  | frame_info time off by a factor of 10 for general detection model. Fixed |
|  | Detection Models throw error at end of video due to invalid index lookup. Fixed |

## Workflow

| Status | Details |
| --- | --- |
|  | Deleting a workflow should clear or update localStorage. Fixed |

## Portal

| Status | Details |
| --- | --- |
|  | Clean up app overflow UI, improving user experience |
|  | Improve Error boundary screen, improving user experience |
|  | Add sentry error Id to Error Screen |
|  | Images not loading. Fixed |
|  | Label and prediction on the right side under Custom Model Predictions section no longer shows up automatically. Fixed |
|  | Provide a way for user.metadata to be updated from portal when there are failing apps stuck in there. Fixed |
|  | Predictions for a detection model don't show properly in portal. Fixed |
|  | Custom facial recognition Predict Boxes not displaying. Fixed |
|  | Adding inputs in explorer redirects to explorer view with flashing images. Fixed |

## Predict

| Status | Details |
| --- | --- |
|  | Run prediction by ID in small batch, improving performance |
|  | Custom model predictions not displaying. Fixed |
|  | Custom model detections not displaying. Fixed |

## Search

| Status | Details |
| --- | --- |
|  | Add file upload input button to explorer search bar, simplifying the UX for file uploads |
|  | Filter custom facial recognition bboxes using a sliding bar, adding easy thresholding to custom facial recognition models |
|  | Search Bar allows file upload |
|  | Remove Explorer App Overflow Menu for improved UX |