Release 5.10 Changelog

Accounts

• Create delete email endpoints in v2 to finally get off old internal endpoints to streamline operations
• Create Patch, Delete, Get CreditCards endpoint in v2 APIs to finally get off old internal endpoints to streamline operations
• Improved billing for collaborators
• PostVerifyEmail error causing some issues not being able to verify their email addresses upon sign-up. Fixed
• Fixed flaky email verification integration test to provide more stability to sign-up process
• Fixed a link to a non-public version of our API used for development purposes which led to a lot of login issues for users who landed there

Applications

• Created display for scopes on collaborator invitations, allowing users to easily understand and control the scope of access allowed for app collaborators
• Introduced Collaborators and Collaborations endpoints in API and UIs in Portal
• Add ability to upload inputs from App Details screen in Portal
• Created collaboration tab in Portal, making it easy to add collaborators to apps
• Created display to show the user who invited you to collaborate on an app
• Update email phrases for collaborator invitations. After successful sign-up, the user is now redirected to the app's dashboard in Portal
• Fixed issue with concept counts in some apps
• Clicking pencil icon to edit an API Key in Portal crashed apps. Fixed

Data Management

• PATCH /inputs needs to check status of asset before patching
• Removed sync DELETE /inputs after runtime config tested
• Changed POST /inputs to be async always to simplify processing of workflows after API client tests updated
• Added pagination to clusters making for easier data management
• Sporadic inability to delete any inputs via Portal or in bulk via the API
• Numerous third party security fixes under the hood during ongoing upgrades
• Fix 40012 status caused by parallel deletes and adds having a race condition
• Update status\_changed\_at when deleting inputs so we can better track changes
• Cache the input counts so that apps can display them in Portal efficiently
• Handle killing URL downloading if it is processing for more than 60s. This will make URL processing much more reliable
• Return an error if a user sends YouTube video URL as that is not a valid URL to a video we can download
• Prevent PostInputs from creating inputs with a user-provided Input.ID that contains a colon
• Video calls failed if URLs contain parameters after the file type. Fixed
• Failed to resolve DNS MX record in URL down-loader which effected some downloads. Fixed
• Investigate why some re-hosted s3 links are no longer working
• Getting input counts was broken in some apps, reporting zero, which caused Portal to add an input view to display always
• Debug UnicodeErrors in URL downloading to fix URLs with Unicode characters
• Fix the poor handling of video too large error message
• Unable to batch delete inputs from time to time has been fixed
• Media processor video handling was having errors with decoding some videos
• Delete Image Button doesn't work in some scenarios
• Fixed support for webp image format so it is available again

Annotate

• Improved accuracy of annotation counts, improving the user experience when annotating inputs
• If an image is tagged with a concept that is not in the model, training fails due to KeyError, this is fixed
• Fix detection labeling bug where previous images image ratio is used which would cause display issues
• We have updated Portal to scale to a large number of concepts with much lower resource usage
• Investigate face bounding box probabilities consistency to improve user experience
• Bounding box creation canvas in Portal was breaking on resize of the window

Model

• Deploy General Detection Beta Model to recognize multiple objects with bounding boxes.
• Deployed new face detector for improved face detection performance over images and video
• Created custom training enhancements that handle negatives better for improved model performance
• Created evaluation metrics for custom facial recognition in backend for improved facial recognition performance
• Custom detection training with new data-dump
• Topological sort for workflows
• Cleaned up duplicate models in workflow model list
• Deployed public general v1.5 in concept model
• Create Pixel Training Hyperparameter Help Guide
• Cleaned up duplicate models in the workflow model list, so that you no longer see two General models
• Unintended behavior for private model version IDs for certain customers has been fixed
• Models referencing deleted backends should be marked as deleted
• The latest version of our general model wasn't always default, now it is
• Fixed a bug with face recognition evaluations.
• Deleted Concepts Persisted in face recognition models. Not anymore!
• Inability to see whether a large model is training and making progress, or hung has been addressed to better support our customers
• Model won't train in some apps with no positive examples issue has been resolved
• Fixed issues with color models failing for a short period of time
• Fixed list of models available to workflows to only show a single General model

Predict 

• Return custom detection evaluations through the GO API
• Improved cluster page performance
• Investigate health checks killing a prediction backend service, which could affect some predictions in the API
• Workflow predict sometimes was failing with 98012 status code. Many fixes here should reduce that
• Workflow Predict called the wrong model sometimes. Not any more!
• Video playback out of sync with detections in our demos
• Fixed issues with regions predicted on inputs would be carried over between inputs in Portal
• Fixed the flaky face recognition tests to ensure stability of our face recognition product
• Face Detection backends were running out of memory for some predictions, this has been resolved
• Return more descriptive error msg for post metric endpoint

Search

• Added helper text/suggestions to improve Portal user experience
• Header Search return app_owner's user info in collaboration endpoints
• Explorer Search Bar - Clicking the green/red circle icons didn't reliably detect click, now it does!
• Portal not showing the correct number of results in concept search. Fixed.
• Left/right arrows in single image view don't switch between images with regions. Fixed
• Fixed carousel thumbnail clicks wiping query params / trigger new search