• Fixed an issue with resolving data URLs for calculated field datasets.

• Fixed a bug in the fuzzy matcher
• Fixed multiple bugs in training and prediction pipieline

• Added support for multi-page tables: Merge tables on different pages into one table output

• Fixed a bug that didn't add scroll bars in oversize text inputs
• Adjusted Worker modal for super tasks to render updated schema properly
• Fixed editing confirmation dialog for new tables

• Document.Extract widget: fixed a bug related to review icons for tables.
• Document.Exrract widget: fixed a bug that led to inconsistencies when persisting matched table headers.

• Document.Extraction widget: fixed unnecessary confirmation dialog during annotation creation
• Increased font size in annotation popup
• Added scrolling to selected field in annotation fields pane

• Document.Extract widget: fixed selection of multiple annotation on Mac.
• Document.Extract widget: fixed a bug so the the modified table cell on the table panel is always persisted.

• Document.Extract widget: ask the user to confirm selection of another annotation if the currently selected table has been modified.
• Document.Extract widget: change algorithm of table scaling. As many rows/columns as possible keep their position.

• Fixed a bug in Job Design preventing the user to select fields to redact.
• Adapt types for invoices to comply with model returns. In some cases this bug was leading to invoices without any extraction due to a schema validation error.

• Add fuzzy matcher after the model call for invoices, enabling fields to be found by key value pair matching.

• Allowed and blocked list support for entity extraction
• Redaction support for single-page and multi-page tables.

• Batch support in S3 integration

• Fixed a bug in the PDF format check
• Fixed appearance of "Add" button in HITL task

• Added support of multi-page table rendering
• Allows the users to split and merge tables on different pages

• Improved OCR side wagon

• Fixed a bug that led to "Can't show image" message after Edit Output

• Added new model option for invoice processing

• Allow users to login with MFA enabled for all users

• Fixed a bug in displaying tables when the row / column span is larger than 2.

• Rotate images and documents to their correct orientation if page rotation is detected

• Fixed a bug that prevented job submissions for instructor and member collaborator roles

• Fixed a bug that led to calculated field not working with redaction option activated

• Added ability to define custom table headers for consistent table column extraction

• Added a redact post-processing step with field level redaction settings to blacken or blur parts of documents
• Added ability to rename file names for CSV download based on extracted field values

• Updated error handling

• Database lookup: allows users to link a dataset to a particular field and returns best matching candidates.

• Edit Job: fixed a bug that led to lost modifications of cell content

• Edit Job: Enhanced table content menu

• Fixed a bug that led to crash the extraction widget when adjusting table dimensions

• General availability to a call to detect and correct document rotation.
• Customize CSV download: The user can include or exclude annotations from CSV files.The user can flatten the tables in CSV files. User can exclude CSV headers, set CSV field delimeters, and quote values

• Customizable CSV download: user can exclude header, can set the field delimiter and can set to quote the values

• Fixed a bug in table matching that was resulting in invalid schema

• Fixed a bug in Document.Extract widget that led to incorrectly convert values after editing field.

• Enhanced editing capabilities on Tables via the context menu
• Better support for merging / splitting table cells

• Fixed a bug in the combiner that was at times deleting polygons twice

• Combine key value pairs from different AI models as an input for the fuzzy matcher

• A new query param is added to the `/v1/apps/{app_id}/job_responses` endpoint - called ids. If you pass job ids into that list only those ids will be in the data. Enables users to filter the results by ids.

• Fix a bug that led to orientation issues due to existing metadata present in images

• Combine different field detection sources in one single output to increase accuracy and recall

• Improved AI model response time

• Fixed a bug in the Document.Extract widget that validates the output before submitting the results. All the errors are highlighted in the widget now.
• Fixed a bug that led to incorrect number of lines in created tables
• Fixed a bug that wrong date format
• Multiple minor bug fixes

• Allow empty strings as value for the prediction in General Document Processor.

• Enhanced key-value pair extraction in the General Document Processor

• Support for signature detection and extraction in the General Document Processor

• Fixed a bug so that the callback reference submits latest changes

• Fitted document to the width on initial loading, by clicking fit button.
• Enhanced vertical scrolling of a fitted document
• Enhanced support for merged table cells (colspan/rowspan)

• Fixed a bug that led to dropdown options not rendering nicely
• Fix a bug that degraded experience editing in Document.Redact
• Fixed multiple bugs in Table Editing widget
• Fixed a bug that led to an incostency when no document type was selected in design phase in onboarding
• Fixed annotation field popup positioning

• Usability improvement by adding shortcut to Edit Output modal

• Enhanced usability scrolling behavior of the key value pair panel
• Improved usability of the date input component

• Document validation checks if PDF have more than 0 pages

• Enable direct file submission for files below 4 MB

• Fixed a bug that led to not catching all request exception‚ while trying to load document

• Enhanced error reporting when document input is corrupted

• Fixed a bug that led to the field details modal would only disappear on toggle
• Fixed a bugs related to moving annotations to another field
• Fixed a bug that lead to wrong order of custom fields in the Job Review

• Document.Extract: model confidence shown next to annotations

• Document.Extract: Fix a bug that was not returning strings as predictions
• Document.Extract: Fixed a bug that led to wrong data URI output in AI tasks

• Document.Extract: Removes duplicates from GewA1 doc type

• Document.Extract: The General Document Processor now supports extracting data from GewA1 (German: Gewerbeanmeldung) document type

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• ChoicesField correctly shows validation errors.
• Fixed several bugs related to key-value pairs in the Document.Extract widget.

• Refactoring annotation modal styles, added ability to delete selected bounding box.

• Fixed a bug in Fuzzy Matcher that was failing the prediction from model was not present

• Document.Extract: Extended support for key-value pair extraction.
• Document.Extract: Adds prediction capabilities to Fuzzy Matcher

• Fixed a bug that led to erroneous scaling of images in documents
• Fixed a bug that led to superpixel tool not initiating
• Fixed a bug that led to disappearing bounding if you select an annotation

• Document.Extract: Extended Table support by allowing row drag & drop

• Annotation interface: both geometry and content are discarded if the user presses the "Esc" button
• Annotation interface: Drawing tools are disabled when on object is selected
• Annotation interface: If the user selects an empty table field, the "Table" tool will be selected

• Document.Extract: Allows users to choose between different AI models via a dropdown in the job design.

• Document.Extract: Fixed a bug that led to parsing dates not correctly

• Document.Extract: Added ability to duplicate custom fields in Job Design
• Added zoom component to small containers

• Added a prompt before deleting custom fields from Job Design

• Fixed a bug that lead to entities being redacted even though they were not selected in the job design.

• Document.Redact: In cases in which the image in a PDF is too big the job is tagged with a note to inform the user
• Document.Redact: Ability to add a list of entities that should not be redacted

• Enhanced presets for all document types

• Enhanced custom fields support for Document.Extract
• Added new pre-defined document types

• Enhanced tables support in Document.Extract for Collaborators

• Document: Enhanced image and PDF support in document stack

• Adds super tasks endpoints

• Expose endpoint parameter for templates

• Fixed a bug a case that would lead to the application crashing silently.

• Document.Redact: Added a parameter to let the user decide wether to fail the job or ignore the issue when one image included in the PDF is bigger than Full HD resolution.

• Document.Redact: Enhanced tagging for processed jobs
• Document.Redact: ability to define fallback for cases where no text gets extracted from documents.

• Improved zoom in job detail view for documents

• Several minor bug fixes and performance improvements

• Enhanced preview of documents in Job Detail View and Edit Mode.

• User management: enhanced access management with respect to who can see results of AI training is displayed.

• User management: extended access management with respect to who can start AI trainings.

• Enterprise Tier: new API to allow download of model artifacts like source code and weights.

• Enhanced metrics on dataset after training.

• Enhanced version of the Video Frame Segmentation application

• Image Redact: Fixed ALPR model behaviour

• Image Redact: Added additional AI mode AI for face detection.

• Added endpoint for job versions diff. This endpoint returns markdown formatted diff between 2 job version responses.

• Added job review audit endpoint

• Fixes mime type misidentification bug reported last week.
• Allows for uppercase names in file suffix (e.g. .PDF or .Pdf).

• Added Document Intelligence model as a proxy service with AI task creation.

• Several minor bug fixes and enhancements

• Added big payload endpoints so they can be used in public SDK

• Document support: Fixed a bug that led to inconsistencies on multi-page documents.

• Invoice Processing: Improved date parsing from natural language expressions.

• Document Redact: Fixed a bug that led to an entity is getting split into multiple entities of the same type complicating edit output and user experience.

• Image Redact: Improved scalding for license plate models.

• Fixed a bug to prevent image name conflicts by adding more uniqueness.

• Fixed rare issue when silently failing predictions would not cancel the AI task

• Enhanced blurring effect for redaction in images

• Fixed a bug that led to not handling expired URLs in AI task output

• Image Instance Segmentation: Added support for image context with multiple images (Image Carousel)

• Added sub annotations for displaying extracted document text and OCR image text.

• Fixed a bug to allow correct passthrough of internal URI in AI output.

• Minor bug fixes for Document.Redact

• Enhanced shortcuts menu for document processing

• Fixed bug that led to inconsistencies when switching between job versions

• Fixed a bug that led to errors in copying model weights from training runs.
• Fixed a bug that didn't allow collaborators to correctly see all public models.

• Add new AI configuration option for project owners to always use the latest AI version.
• Creating Dataset from signed URLs with auto-refresh
• Support multiple files in prediction instance output of AI models.

• Enhanced statistics

• Option to show filename on annotation view

• Edit output waits until post-process operation is completed in the background

• Added endpoints to retry or archive failed operations

• Processing interface: show filename on annotation view

• Image Instance Segmentation: Ai assisted labelling tool is now using state of the art RITM model for improved accuracy.

• Automatically create new model version and deployment after training finishes.

• Various improvements and bug fixes

• Enhanced download for task data

• Enhanced task confidence for AI tasks

• Super.Car: Improved edge smoothening of vehicle masks.

• Object Image Segmentation: introduced support for manual post-processing (HITL)
• Object Image Segmentation: added option for defining a background image as an replacement for redacted image background

• Object Image Segmentation: Updated AI model to yield more accurate results

• Fixed a bug that in account creation while inviting members to an organization

• Enhanced training data loading

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• Speed up AI job completion time by improving model ramp up strategy.

• Allow custom timeouts per AI deployment to optimize failure handling.

• Enhanced status information about training runs
• Enhanced model scaling to zero settings

• Fixed a bug that led to not fetching training stats after training is created

• Document Processing: improved usability by updating the Job Detail View showing a connector between a selected bounding box to the specific key value pair

• Fixed a bug that prevented to Edit Content in Tutorials

• Image.Redact: Enhanced Edit Output support to Image.Redact

• Fixed a usability issue: Task status UI is now consistent with Job status UI

• Image polygon based projects: updated to enhanced schema

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• Fixed a bug that lead examples not selected as default in onboarding workflow

• Invoice Parser: Added support for table extraction. Key-value and table extraction can be toggled on/off in the settings.
• Task level review

• Added support for reviews on task level
• Added endpoint to retrieve task worker distribution by worker type

• Image HYPE: Adding new randomisation parameter, allowing for the pairs of images to be served randomly to HITL

• Fixed a bug that led to errors when downloading of jobs filtered by state

• Fixed a bug that led to showing an empty task page

• Invoice Parser: support for key value pairs and tables

• Enhanced training status presentation on AI model view  
• Image HYPE: Added a parameter allowing the user to select to how many different humans the task will be send to.

• Image HYPE: Run your Human eYe Perceptual Evaluation (HYPE) projects.

• Fixed a bug in model deployment that led to incorrect reference of the model queue

• Document Redact: Added fallback to sans-serif when font family cannot be determined

• Document Redact: Improved document redact rendering

• Fixed a bug that allowed case sensitive e-mail addresses for worker invitations
• Fixed a bug to catch job client exception when a scheduled job response is requested