Changelog

Release notes for the Picsellia platform, most recent first.

v3.97

Added

• Filter Asset on Asset Attribute and Shape Attribute values, and on the Shape their Annotation contains, from the Add filter menu. See Attributes.
• The same Attribute and Shape filters on the PredictedAsset of a Deployment and the Evaluation of an Experiment. See Predictions overview and Evaluation.
• Embeddings and visual search on the PredictedAsset of a Deployment and the Evaluation of an Experiment, activated from their Data Embeddings settings page.
• Average precision and average recall are computed for each Prediction as soon as its review is submitted, for the Champion Prediction and the Shadow Prediction. See Prediction Review tool.
• A Custom Metadata schema can accept keys that it does not declare.

Improved

• The inference latency sent along with a Prediction is now stored with it. See Dashboard metrics.
• The Datalake and DatasetVersion visual search settings are now the Data Embeddings and Shape Embeddings pages. See Explore your Data with Embeddings.
• Filter menus display only the sections that apply to what you are browsing, with clearer labels and ordering.
• Experiment previews include the experiment status and creation date, and the name of the evaluated DatasetVersion.

Fixed

• Date filters no longer fail when your system locale is not US.
• The Label list no longer stays stuck loading in the Annotation tool when a request fails.
• The Custom Metadata schema form handles fields that allow several values, tracks unsaved changes, and no longer offers a Required option. See Metadata.
• Comparison bar charts handle Experiment with missing or partial logs. See Experiment comparison.
• The rights of the Organization Owner can no longer be modified. See Users management system.

v3.96

Added

• Metric-only charts: a chart can now be created without a group-by field. See Analytics and charts.
• SAM-assisted annotation now supports masks. See Shape creation.
• issue_count and has_open_issues are available in the assignment query language. See Query language.
• When copying assets with their annotations, an unconfigured destination DatasetVersion now takes its type from the source, and a destination with no Label receives the source labels.

Fixed

• Attribute values are now saved on Track objects. They are not yet included in COCO exports.
• COCO export now interpolates segmentation and keypoints correctly.
• Video assets with a dimension larger than 2048px are handled.
• Copy button text no longer overflows, and the datetime picker behaves correctly.
• Image tiles and multi-page documents are now deleted along with their data.
• Query language fields task.asset.data.datalake, task.asset.data.data_source, task.asset.nb_annotations and task.asset.nb_review return correct results.

v3.95

Added

• Configurable keyboard shortcuts for grid display and query modes, item selection, and data scroller actions. See Keyboard shortcuts.
• A global shortcut to copy the identifier of the resource you are viewing.
• Visibility, label, text, and label-control toggles in the detail view, each with its own shortcut.

Improved

• Action buttons, player controls, and context menus have been reworked around a single floating menu.

v3.94

Maintenance release. No user-facing changes.

v3.93

Added

• View and edit your keyboard shortcuts from your user settings. See Keyboard shortcuts.
• Custom metadata can be edited from the details panel, and its schema from a dedicated page. See Metadata.
• An evaluation comparison page, reachable from a project. See Evaluation.
• Tags in the task detail section. See Campaign.

Fixed

• Datetime query parameters are handled in filters.
• Number inputs always return a number.
• The video timeline no longer jumps when a keyframe is clicked. See Video tool.

v3.92

Maintenance release. No user-facing changes.

v3.91

Added

• Masks in evaluations. See Evaluation.
• An export_key option in annotation exports, allowing files to be keyed by asset identifier, data identifier, object name, or filename.
• A bulk data update API for custom metadata, metadata, tags, and source.
• GPU type selection when launching an experiment, available through the SDK. See Launch a training.
• Brightness, noise, and related fields in metadata charts. See Charts.
• Datalake administrators who are organization users can sync objects from the SDK.

Improved

• The query language has been rewritten on the backend; all writable queries are now supported. See Query language.
• Attributes are enabled for all organizations. See Attributes.
• Equality filters on custom metadata are faster.
• DatasetVersion statistics load faster in the dataset version list.
• Font sizes adapt better to small screens.

Fixed

• The last bin of integer charts is displayed correctly.
• Search no longer suffers from concurrency issues.
• Multipart upload initialization.
• Tile viewer errors.
• Uploading large lists of files, including large data sets and PVOC files.

v3.90

Added

• Keypoints and masks in deployments. See Deployments.
• Masks in evaluations. Shapes are displayed; comparison is not yet available. See Evaluation.
• Annotation file caching: requesting an export again for an unchanged dataset returns the same file.
• A webhook fired when an assignment is completed. See Configure webhooks.

Fixed

• Query language queries using task.annotation work on the assignment list.

v3.89

Added

• Mask drawing. See Shape creation.

v3.88

Added

• A MASK inference type, with mask storage and display in both the studio and the asset grid. See Shape creation.
• Shape lists in campaigns, and annotations displayed in the assignment grid and table. See Campaign.
• Attribute support in deployments, set on the label settings page and filled in on shapes from the studio. See Attributes.

Improved

• All Label pages have been reworked, including new pages for ModelVersion and Deployment. See Model version.

Fixed

• TIFF uploads now generate an RGB projection asynchronously. See Projections.
• Missing assets are synced when automatic addition of new assets is enabled.

v3.87

Added

• Shape lists for the MULTI inference type.
• A chart update form, a chart list in the data scroller, and query redirection from a chart. See Analytics and charts.
• Autocompletion for query language input in the chart creation and update forms. See Query language.
• An OVH storage connector. See Storages and datalakes.

Improved

• Chart forms now offer only the aggregate and group-by options valid for the current selection.

v3.86

Added

• Charts for experiment evaluations. See Evaluation.
• Keypoints in shape lists and in evaluations.

Fixed

• Null bytes in EXIF data no longer cause errors.

v3.85

Improved

• All attributes are shown at all times for classification shapes. See Attributes.

v3.84

Added

• Keypoints and skeletons in the studio, with reusable skeleton templates. See Annotation tool.
• Keypoints, split track selection, and a cut-to-cursor action for video. See Video tool.
• Shape text and label distribution charts for a DatasetVersion. See Analytics and charts.

v3.83

Maintenance release. No user-facing changes.

v3.82

Added

• Attributes. See Attributes.

v3.81

Added

• A new interface for the processing system, covering input creation, input update, and launching a processing with inputs. See Data processings.
• COCO annotation exports include attributes. See Attributes.

v3.80

Added

• Query language support in Datalake charts. See Charts.
• APIs for the attributes system. See Attributes.
• Visual search endpoints for deployments.

v3.79

Added

• Lock and unlock a DatasetVersion. See Dataset versioning system.
• Visual search for shapes. See Shapes view.
• Bucket object import records an error summary on the Internal Job page. See Track progress with jobs.
• An outlier_score alert on monitoring. See Set up alerts.

Improved

• Pill, badge, and capsule styles are unified across the application.
• The scan creation form matches the experiment creation form. See Experiment creation.
• Embedding projection computation. See Explore your data with embeddings.

Fixed

• Reassignment in campaigns. See Campaign.
• Deployment of non-PyTorch models on serving.

v3.78

Added

• Keypoint support across the application: visualize, draw, edit, and update skeletons. See Shape creation.
• A new experiment creation form. See Experiment creation.
• created_by for predicted assets in the details and table views. See Predictions.
• A queued status for jobs. See Track progress with jobs.

Improved

• The platform now runs on Python 3.14.

v3.77

Added

• The studio now has the same Details panel as the Details view in the grid, including its History and Issues panels. See Annotation tool.
• Switch the label of a shape with Ctrl and right-click, and hide or show selected shapes with a shortcut. See Shortcuts.
• nb_tags filtering in the assets, evaluations, and predicted assets query language. See Query language.

Improved

• Experiment creation has been reworked, covering base experiments, base models, attached datasets, and parameters. See Experiment creation.
• Importing and forking assets and annotations supports multiple origins. See Import annotations from another version.

v3.76

Added

• Points and lines in monitoring. See Deployments.
• A Projection Names field on the organization, defining which projections are available in the interface, together with an organization settings page to set them. See Projections.
• Visualize a selected projection for every image in the grid. See Projections.
• nb_tags in the Datalake and dataset query language. See Query language.
• Switch between review, champion, and shadow at grid level. See Shadow deployment.

Improved

• Data.filename coming from monitoring now uses the filename passed to monitor().
• Label colors are propagated on forks. See Fork a dataset.
• Names of models, experiments, and projects are validated more strictly.

Fixed

• The deployment global distribution chart. See Dashboard metrics.
• Heatmaps and AP and AR are no longer displayed for line and point deployments.
• Attaching a model to an experiment no longer overrides its label map or parameters.
• The position of the "Change label" button.