Geti SDK v2.6.2

What's Changed

• Bugfix: inference not working for classification projects with label containing spaces in their name by @maxxgx in #540

Full Changelog: v2.6.1...v2.6.2

Geti SDK v2.6.1

What's Changed

• Fix empty label ID in configuration by @maxxgx in #535

Full Changelog: v2.6.0...v2.6.1

Geti SDK v2.6.0

What's Changed

• Updated model representation to that of Geti V2.6 by @Daankrol in #523
• Mark model response fields as deprecated in 2.6 instead of removed by @leoll2 in #528
• Fix VCR config for unset proxy by @leoll2 in #527
• Tolerate extra keys when deserializing HTTP response by @leoll2 in #529
• Update training/optimization endpoint paths by @leoll2 in #530

Full Changelog: v2.5.0...v2.6.0

Geti SDK v2.5.0

What's Changed

• Introduce delete_dataset method by @igor-davidyuk in #489
• Update the download_all method for ImageClient to download specific dataset by @rajeshgangireddy in #484
• Update media info schema to include extension by @igor-davidyuk in #494
• Project access refactoring by @igor-davidyuk in #481
• Images upload from list optimization by @igor-davidyuk in #495
• Add readthedocs configuration file by @ljcornel in #497
• Fix bug with label name mapping for hierarchical classification models by @ljcornel in #498
• Introduce new Anomaly task by @igor-davidyuk in #487
• Implement get_training_dataset method in DatasetClient by @ljcornel in #492
• Fix anomaly task title by @igor-davidyuk in #499
• Anomaly tasks backwards compatibility by @igor-davidyuk in #502
• Fix anomaly demo test by @igor-davidyuk in #501
• Introduce project removal delay for short tests by @igor-davidyuk in #500
• Update datumaro requirement from ==1.8.* to ==1.9.* in /requirements by @dependabot in #496
• Update pytest requirement from ==8.2.* to ==8.3.* in /requirements by @dependabot in #482
• Fix organization id fetching by @ljcornel in #504
• Update ModelGroup data model by @ljcornel in #506
• Update Model data model by @ljcornel in #508
• Update pillow requirement from ==10.4.* to ==11.0.* in /requirements by @dependabot in #507
• Fix label assignment for deployed models by @ljcornel in #505
• Fix anomaly deployed models by @ljcornel in #510
• Keep label ID's intact on saving project deployment by @ljcornel in #511
• Fix anomaly wrapper configuration by @ljcornel in #513
• Fix empty label assignment for instance segmentation models by @ljcornel in #514
• Project deployment by name by @Daankrol in #516
• Bug Fix - Notebooks using project_name instead of project for a few methods by @rajeshgangireddy in #517
• Wait for job to appear in job queue before checking job status by @Daankrol in #518
• Fix 403 on delete project when running all cells in one go. by @Daankrol in #519
• Allow asynchronous annotation upload by @Daankrol in #509
• Fix errors in notebooks when running from E2E tests by @Daankrol in #522

New Contributors

• @rajeshgangireddy made their first contribution in #484
• @Daankrol made their first contribution in #516

Full Changelog: v2.3.0...v2.5.0

v2.3.0

What's Changed

• Add method to purge models by @igor-davidyuk in #468
• Fix visualization in 008 example notebook by @igor-davidyuk in #472
• Update the Model schema to include the total_disk_size field by @igor-davidyuk in #471
• Add support for Credit System API by @igor-davidyuk in #473
• Implement Platform version check by @igor-davidyuk in #474
• Allow Credit System-less servers to authenticate with a token by @igor-davidyuk in #476
• Empty label visualization fix by @igor-davidyuk in #480

Full Changelog: v2.2.0...v2.3.0

Geti SDK v2.2.0

What's Changed

• Add description attribute to the job class by @igor-davidyuk in #448
• Project/Dataset export import API alignment by @igor-davidyuk in #446
• Create geti_sdk.import_export docs page by @igor-davidyuk in #451
• Introduce data_model purge_info field by @igor-davidyuk in #453
• Disable certificate validation for mvtec dataset download by @ljcornel in #452
• Use proper project name in notebook 008 by @ljcornel in #454
• Update pillow requirement from ==10.3.* to ==10.4.* in /requirements by @dependabot in #449
• Create workflow to build wheels for different OS/CPU architecture combinations by @ljcornel in #456
• Fix headers in HttpRequest PostInferenceAction by @ljcornel in #457
• Correctly set headers in HttpRequest PostInferenceAction by @ljcornel in #458
• Expose Visualizer class by @igor-davidyuk in #426
• Job and Model schema update by @igor-davidyuk in #459
• Use json instead of data parameter in HttpRequestAction by @ljcornel in #460
• Remove workflows that require a self-hosted runner by @ljcornel in #461
• Fix 005_modify_image.ipynb image usage by @igor-davidyuk in #463
• Fix permissions for wheel build workflow and remove record_cassettes workflow by @ljcornel in #462
• Fix delete_project method by @igor-davidyuk in #466
• Add a Custom Dataset upload example by @igor-davidyuk in #464
• Add Job Cost info to job data scheme by @igor-davidyuk in #467

Full Changelog: releases/v2.1.0...1234

Geti SDK v2.1.0

What's Changed

• Saliency map visualization by @igor-davidyuk in #424
• Add a model management notebook by @igor-davidyuk in #419
• Add support for asynchronous inference in deployments by @ljcornel in #421
• Bump imageio-ffmpeg from 0.4.9 to 0.5.1 in /requirements by @dependabot in #430
• Saliency map fix by @igor-davidyuk in #427
• Fix rotated detectionsaliency map processing by @igor-davidyuk in #431
• Handle projects with duplicate names in the ProjectClient by @ljcornel in #425
• Update opencv-python requirement from ==4.9.* to ==4.10.* in /requirements by @dependabot in #428
• Update nightly test conda env directory by @ljcornel in #432
• Fix is_geti version check by @igor-davidyuk in #434
• Fix build and publish workflow for internal pypi by @ljcornel in #433
• Add check to make sure project is trained in notebook 012 by @ljcornel in #439
• Update flake8 requirement from ==7.0.* to ==7.1.* in /requirements by @dependabot in #440
• Fix removal of empty strings in json data for POSTing by @ljcornel in #442
• Include model_group_id in Model serialization and deserialization by @ljcornel in #443
• Include model_group_id upon model deployment in DeploymentClient by @ljcornel in #444
• Small fixes for testing client and test result by @ljcornel in #438
• Run pre-merge tests on PR to release branch by @ljcornel in #436
• Fix model_group_id assignment in DeployedModel deserialization by @ljcornel in #445
• Fix bug in AsyncVideoProcessor by @ljcornel in #441

Full Changelog: v2.0.1...v2.1.0

Geti SDK v2.0.2

What's Changed

• Fix is_geti version check (#434) by @igor-davidyuk in #435

Full Changelog: v2.0.1...v2.0.2

Geti SDK v2.0.1

What's Changed

• Add retry mechanism to better handle ConnectionError by @ljcornel in #420
• Undo changes to video tempfile handling, register atexit handler for tempfile deletion by @ljcornel in #423

Full Changelog: v2.0.0...v2.0.1

Geti SDK v2.0.0

New features

This release introduces a new feature related to model deployment: post-inference hooks! A post-inference hook can be added to any Deployment, and will be executed after every inference request (i.e. every call to deployment.infer()). The hooks allow you to define specific actions to take under certain conditions. For example, a hook could implement the following behaviour:
If the confidence level of one of the predictions for the image is less than 20%, then upload the image to the Intel® Geti™ project in which the model was trained.

This could be useful for improving your model with a next training round, because including such 'low confidence images' in the training dataset might help to improve model accuracy.
Additional examples of post-inference hooks, and instructions for configuring them, can be found in the newly added notebook 012 in this repository.

Breaking changes

This major release of the Intel® Geti™ SDK breaks backwards compatibility with Intel® Geti™ servers of version v1.14 and below. Please make sure that your Intel® Geti™ server is updated to the latest version of the Intel® Geti™ platform, to prevent compatibility issues.

What's Changed

• Update Video data model with annotation statistics by @ljcornel in #391
• Record Legacy and Develop cassette in separate steps instead of pipelines by @igor-davidyuk in #387
• Remove dependency on OTX by @igor-davidyuk in #393
• Add model_storage_id to models when fetching model group by @ljcornel in #399
• Add Python 3.11 support; Deprecate Python 3.8 by @igor-davidyuk in #398
• Add last_annotator_id field to media data model by @igor-davidyuk in #403
• Documentation Update 2.0 by @igor-davidyuk in #402
• End support for Platforms versions lower than 1.15 by @igor-davidyuk in #397
• Bump imageio-ffmpeg from 0.4.8 to 0.4.9 in /requirements by @dependabot in #404
• Update python version in github workflows by @ljcornel in #405
• Update requirement for tqdm to >=4.66.3 by @ljcornel in #407
• Add PostInferenceHook feature initial implementation and notebook by @ljcornel in #355
• [StepSecurity] Apply security best practices by @step-security-bot in #408
• Define permissions on job level for cassette record workflow by @ljcornel in #409
• Update pytest-recording requirement from ==0.12.* to ==0.13.* in /requirements by @dependabot in #406
• Update pytest requirement from ==7.4.* to ==8.2.* in /requirements by @dependabot in #401
• Update cryptography requirement to >=42.0.7 by @ljcornel in #410
• Update requirement for joblib to >=1.2.0 by @ljcornel in #411
• Update certifi requirement to >=2024.2.2 by @ljcornel in #412
• Update ipython requirement from ==8.12.* to ==8.18.* in /requirements by @dependabot in #400
• Update vcrpy requirement from ==4.4.* to ==6.0.* in /requirements by @dependabot in #318
• Remove dead code in training client by @ljcornel in #413
• Update requests requirement from ==2.31.* to ==2.32.* in /requirements by @dependabot in #415
• Update pytest-html requirement from ==3.2.* to ==4.1.* in /requirements by @dependabot in #418
• Update pytest-cov requirement from ==4.1.* to ==5.0.* in /requirements by @dependabot in #416
• Add initial support for Tiling inference [synchronous mode only] by @ljcornel in #414

New Contributors

• @step-security-bot made their first contribution in #408

Full Changelog: v1.16.1...v2.0.0