Changelog

Change log 5.11

New Feature

Improvement

Bug Fix

Enterprise Only

Accounts

Status

Details

Create a UI for personal access tokens making it easier for users to access their own apps and any apps where they have been added as collaborators

Updated /keys to work with PATs so that app-specific keys can be created programmatically.

Login (user/PW) has no rate limit/max attempts. Fixed

Remove all instances of worker_id from explorer

When email link to verify my email address clicked, still see "verify your email" banner. Fixed

API services do not function once Queue goes down and comes back up. Fixed. This makes on premise deployments more resilient to power failures.

Applications

Status

Details

Add apps and keys scopes so they can be created with personal access tokens

Copy app count and last_inputs added in app duplication

Fixed demo font syntax

Fixed details page header missing description

Added favicon for Portal

Unable to copy an app that has been shared via Collaborators. Fixed

Setting useCustomConfig isn't checked at login. Fixed

Collaboration apps have race condition where wrong user id is used

Stopped loading of collaborations for search demo/logged-out users

Return “All” scopes when listing available scopes so that you have that option when creating new keys.

Collaborators can not see workers. Fixed

Missing Apps_Get scope in session token auth caused creation of keys to fail temporarily. Fixed

List of missing scopes is not correct in error messages. Fixed

Data Management

Status

Details

Optimize video detection frame rate on Front end

Improve JSON serialization performance in our servers by using an optimized third party library

Able to overwrite default max conn for Citus

Rewrite input counting in the API to be more scalable and robust

Allow RegionInfo from SpireDetectEmbedResponse to contain Point when saving to DB

Unable to upload same file(s) through browse files. Fixed

ffmpeg can produce no frames for very short videos

Add Inputs/View Explorer does not display in new app anymore. Fixed

Clicking video thumbs in detail view does not reload a video. Fixed

Keyboard navigation in image details view highlights incorrect thumb

No Prompt when uploading an image to Explorer through URL. Fixed

Properly return error if AddAssets failed to insert into database

Annotate

Status

Details

Remove classification/detection toggle in image details view

Improved adding negatives to regions

Create one annotation for each bbox

Log capability added for annotation/search request/response

Eliminated error if no annotation to be deleted

Last concept used for bounding boxes is retained between apps. Fixed

The Add Positives / Add Negatives buttons on a Concept details view breaks portal

CFR rectangles on grid view do not correlate. Fixed

Model

Status

Details

Ability to keep concepts sorted by alpha in Portal

Implement image crop model to make it possible to work in subregions of an image

Implement random sample model type, adding to fixed function feature set

Update training templates to have more straightforward names and more friendly defaults

Fix the WorkflowInput field name in proto to workflow_input

Allow models that need outputs from previous nodes in a workflow to have access to those outputs to support chaining complex graphs of models

Confusion matrix predicted/true are swapped in evaluation results. Fixed

Fixed generalModel imports and optimize video click handlers with useCallback hooks

Fix for selectEmbedModelVersionId in detection apps

Drawing annotations: wrong embed model version id

Made custom training evaluations for large models stable.

Training progress is saved too frequently, causing very slow training

Return friendlier errors for incorrect parameters passed to templates

Fixed a bug in tracing setup for custom trainer and evaluator

Some models were operating slowly because of lack of resources. Fixed

Training System failed to train some layers. Fixed

Prevent users from evaluating models that are not trainable

Fixed node ID validation logic in Bug in workflows

Predict

Status

Details

Add colors to differentiate region results

Cannot view workflow results in a face app. Fixed

Video spire tests are not running correctly. Fixed

Video processing fails with 'caseids' error. fixed

Status

Details

Add click to search metadata attributes in image details sidebar

Implement visual search in another app as a model type you can add to a workflow

Search bar missing in some cases. Fixed

Region Searches within Search Bar still use crop coordinates instead of base64 bytes. Fixed

Click Search button icons on Thumbs not working for localized search. Fixed

Disable all search by click handlers in Portal for Text Apps

Disable "hide all positively labeled" inputs button for NLP until search works

Scroll active thumb into view in image details carousel

Render Video Assets in Search Bar

Editing geo/json search items no longer work after adding the search bar tooltip. Fixed

TypeError: Cannot read 'get' of undefined when clicking image thumbnails in Explorer search bar. Fixed

Explorer Visibility in small resolution screen improved

Change Log 5.10

New Feature

Improvement

Bug Fix

Enterprise Only

Accounts

Status

Details

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

Status

Details

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

Status

Details

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

Status

Details

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

Topological sort for workflows for scheduling a sequence based on dependencies

Cleaned up duplicate models in workflow model list

Deployed public general v1.5 in concept model

Create Pixel Training Hyperparameter Help Guide

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

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

Status

Details

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

Status

Details

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

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