Geti SDK v1.15.0

This release makes the SDK compatible for Intel® Geti™ v1.15. The majority of the changes is focused on that, but below is a list of other changes that are worth mentioning.

Release Highlights

• Add compatibility for Intel® Geti™ v1.15. Note that we maintain backwards compatibility for models created in Intel® Geti™ v1.8: This means that the SDK can run inference on deployments from both the latest Intel® Geti™ on-prem and Intel® Geti™ cloud-based release.
• Add benchmarking functionality for deployments through the Benchmarker class, as well as a new notebook to demonstrate this feature.
• Improve the job monitoring feature, job progression is now displayed via progress bars.
• Image and annotation upload and download now uses multithreading, greatly speeding up the process.
• A new notebook demonstrating an end-to-end workflow, from model creation to deployment, was added to notebooks/use_cases.
• Multiple dependency updates, minor bug fixes and documentation improvements.

What's Changed

• Add organization ID to session when appropriate by @ljcornel in #294
• Change job monitor functions to use progress bars by @ljcornel in #295
• Decrease verbosity for annotation download by @ljcornel in #296
• Improve model selection mechanism by @ljcornel in #297
• Add Benchmarker class and demo notebook for inference throughput benchmarking of Geti models by @ljcornel in #300
• Supported algorithms workaround by @ljcornel in #303
• Workaround for getting supported algorithms by @ljcornel in #305
• Update README.md by @operepel in #307
• Fix organization ID when uploading annotations by @ljcornel in #306
• Mention git lfs in test docs by @igor-davidyuk in #308
• Fix inference endpoints and job data model by @ljcornel in #309
• Improve handling of supported algorithms by @ljcornel in #310
• Fix TaskAnnotationState and Optimization JobType by @ljcornel in #312
• Test benchmarker by @igor-davidyuk in #311
• Pin otx to v1.4.3 by @ljcornel in #313
• Remove snyk scan from security workflow by @ljcornel in #314
• Minor bug fixes related to deployment by @ljcornel in #315
• Inference results visual comparison by @igor-davidyuk in #316
• Add model_activated field to ModelMetadata by @ljcornel in #320
• Update Pillow dependency to Pillow==10.2.* by @ljcornel in #322
• Add shields.io badges to readme by @ljcornel in #321
• Relax time requirement for demo projects nightly tests by @ljcornel in #325
• Multithread image upload and download by @igor-davidyuk in #323
• Handle the new authorization mechanism and organization IDs by @ljcornel in #326
• Improve robustness of job monitoring by @ljcornel in #327
• Introduce method to switch active model by @igor-davidyuk in #328
• Fix issue with undefined label color for prediction by @ljcornel in #330
• Enable pre-merge tests on Windows and MacOS by @igor-davidyuk in #331
• Update compatibility table in README by @ljcornel in #332
• Add compatibility for anomaly model deployment for Geti v1.13 and up by @ljcornel in #333
• Correctly handle errors in new dex authentication mechanism by @ljcornel in #336
• Handle the new personal access tokens for Geti v1.15 and up by @ljcornel in #335
• Fix proxies issue in GetiSession by @igor-davidyuk in #334
• Modified 'Smart Cities' notebook by @ljcornel in #304
• Fix annotation kind comparison in plot_helpers by @ljcornel in #337
• Update flake8 requirement from ==6.0.* to ==7.0.* in /requirements by @dependabot in #302
• Handle org ID with personal access tokens for Intel Geti cloud instance by @ljcornel in #338
• Bump orjson from 3.9.2 to 3.9.15 in /requirements by @dependabot in #344
• Update pytest-env requirement from ==1.0.* to ==1.1.* in /requirements by @dependabot in #341
• Update datumaro requirement from ==1.4.* to ==1.5.* in /requirements by @dependabot in #347
• geti_session - remove unused proxy kwargs by @igor-davidyuk in #346
• CVS-117852 Fix bandit issues by @ljcornel in #348
• Make datasets optional in Project data model by @ljcornel in #339
• Fix maskrcnn postprocessing for geti v1.15 by @ljcornel in #350
• Restrict default top-level permissions for all workflows by @ljcornel in #349
• Add openssf scorecard code scanning by @ljcornel in #351
• OTX decoupling part 1: inference postprocessing by @ljcornel in #352
• OTX decoupling: deployment by @igor-davidyuk in #345

New Contributors

• @operepel made their first contribution in #307
• @igor-davidyuk made their first contribution in #308

Full Changelog: v.1.8.2...v1.15.0