# Release 6.0 ## Changelog 6.0 | New Feature | Improvement | Bug Fix | Enterprise Only | | :---------------------------------------------------------------------------------------------------------------------------------: | :---------------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------------------: | :--------------------------------------------------------------------------------------------------------------------------------: | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/new_feature.jpg) | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/improvement.jpg) | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/enterprise.jpg) | ### Accounts | Status | Details | | ----------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------- | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/improvement.jpg) | Remove country field from signup form, simplifying new customer signups | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Essential Plan User can't add collaborators. Fixed | ### API | Status | Details | | ----------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------- | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/new_feature.jpg) | Introduce new [Python gRPC API client](https://docs.clarifai.com/api-guide/api-overview), enabling new features and performance enhancements across API | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/new_feature.jpg) | Introduce new [Java gRPC API client](https://docs.clarifai.com/api-guide/api-overview), enabling new features and performance enhancements across API | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/improvement.jpg) | Update API key type for "app\_specific" for app-specific keys to be more clear to users | ### Applications | Status | Details | | ----------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------ | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/new_feature.jpg) | Allow Personal Access Tokens when calling /users/me (GetUsers) | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/new_feature.jpg) | \[Frontend] Enable "Copy Application" from collaborated apps, making it easy to duplicate and build upon existing applications | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Program to clean internal apps crashing. Fixed | ### Data Management | Status | Details | | ----------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------- | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/improvement.jpg) | Added the ability to accept b64 Gifs | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Functionality to upload pre-tagged images missing. Fixed | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Images pre-tagged with concepts do not successfully upload into Clarifai UI On doing bulk uploads (>20-30 urls). Fixed | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Bulk image upload issue. Fixed | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | "Download Failed" error when uploading images. Fixed | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Issue with post inputs key being a PAT in a collector. Fixed | ### Annotate | Status | Details | | --------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------- | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Skip aligning landmarks if landmark points are out of range to avoid errors and unexpected behavior | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Bounding Boxes and Cropped Regions aren't displaying on Videos with default runtime config. Fixed | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Insert annotations and related data in batch to improve performance | ### Model | Status | Details | | ----------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/improvement.jpg) | Evaluate new face embedding model workflow end to end for optimal performance | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/improvement.jpg) | Validate that concept.app\_id shouldn't be set when creating/patching models | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/improvement.jpg) | Add new predicate to knowledge graph for "relates\_to" to represent synonyms | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Model training lag. Fixed | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Model has missing inputs. Fixed | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Submitted models becoming stuck in queue. Fixed | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Custom training models when uploaded images are not fully pre-processed. Fixed | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | 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 | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | frame\_info time off by a factor of 10 for general detection model. Fixed | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Detection Models throw error at end of video due to invalid index lookup. Fixed | ### Workflow | Status | Details | | --------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------- | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Deleting a workflow should clear or update localStorage. Fixed | ### Portal | Status | Details | | ----------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------- | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/improvement.jpg) | Clean up app overflow UI, improving user experience | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/improvement.jpg) | Improve Error boundary screen, improving user experience | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/improvement.jpg) | Add sentry error Id to Error Screen | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Images not loading. Fixed | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Label and prediction on the right side under Custom Model Predictions section no longer shows up automatically. Fixed | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Provide a way for user.metadata to be updated from portal when there are failing apps stuck in there. Fixed | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Predictions for a detection model don't show properly in portal. Fixed | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Custom facial recognition Predict Boxes not displaying. Fixed | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Adding inputs in explorer redirects to explorer view with flashing images. Fixed | ### Predict | Status | Details | | ----------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------- | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/improvement.jpg) | Run prediction by ID in small batch, improving performance | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Custom model predictions not displaying. Fixed | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/bug.jpg) | Custom model detections not displaying. Fixed | ### Search | Status | Details | | ----------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------- | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/new_feature.jpg) | Add file upload input button to explorer search bar, simplifying the UX for file uploads | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/new_feature.jpg) | Filter custom facial recognition bboxes using a sliding bar, adding easy thresholding to custom facial recognition models | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/improvement.jpg) | Search Bar allows file upload | | ![](https://github.com/Clarifai/docs/tree/1ece1cee27874f51aa11d50a825fff02b0b5243f/product-updates/.gitbook/assets/improvement.jpg) | Remove Explorer App Overflow Menu for improved UX |