High Tide Update: Rewritten and refreshed

What's Changed

Rewrite of inference #405

• Build docker image directly in deploy workflow instead of using GitHub artifacts by @dthaler in #363
• Bump the NotificationSystem actions group with 7 updates by @dependabot[bot] in #367
• Update andrews-bay, north-sjc and point-robinson deployment files by @dthaler in #369
• Make inference system script run single-threaded by @dthaler in #371
• Bump Microsoft.Azure.Cosmos from 3.54.1 to 3.56.0 by @dependabot[bot] in #375
• Bump AWSSDK.S3, AWSSDK.SimpleEmail and Microsoft.Azure.Cosmos by @dependabot[bot] in #374
• Upgrade the other pods to the latest image by @dthaler in #372
• Fix matplotlib figure memory leak in spectrogram_visualizer.py by @dthaler in #376
• Bump the actions group with 3 updates by @dependabot[bot] in #379
• Bump the actions group with 3 updates by @dependabot[bot] in #382
• Bump the actions group with 7 updates by @dependabot[bot] in #386
• Bump the actions group with 1 update by @dependabot[bot] in #389
• Bump the actions group with 5 updates by @dependabot[bot] in #391
• Bump the actions group with 2 updates by @dependabot[bot] in #394
• Add DateRangeHLS tests for all hydrophones and edge cases to CI by @Copilot in #388
• Bump the actions group with 3 updates by @dependabot[bot] in #402
• Make NotificationSystem dispose AmazonS3Client by @dthaler in #396
• Fix typos in fastai_inference.py comments by @dthaler in #397
• The time filter for one month is 1m not 30d by @dthaler in #399
• Add positive test for Mast center detection by @dthaler in #398
• Optimize FastAIModel for reduced peak memory during inference by @dthaler in #377
• Make fastai_inference.py deterministic by @dthaler in #406
• Cleanup unused files from inference module by @akashmjn in #407
• Bump the actions group with 6 updates by @dependabot[bot] in #408
• Moderator portal: Allow filtering by hydrophone id (rpi_orcasound_lab) not just the changeable name by @dthaler in #403
• Bump the actions group with 3 updates by @dependabot[bot] in #412
• Bump the actions group with 2 updates by @dependabot[bot] in #414
• Bump the actions group with 4 updates by @dependabot[bot] in #415
• Bump the actions group with 5 updates by @dependabot[bot] in #419
• Reduce spectrogram memory usage via explicit cleanup and gc by @dthaler in #409
• Use batch_size argument by @dthaler in #413
• Inference v1 PR 0/n: audio frontend (standalone) by @akashmjn in #420
• Make LiveHLS tests consistently handle missing m3u8 across all runners by @Copilot in #423
• Bump the actions group with 4 updates by @dependabot[bot] in #425
• Bump the actions group with 5 updates by @dependabot[bot] in #426
• Reduce filtering logic duplication in DetectionsController by @Copilot in #427
• Inference v1 PR 1/n: model inference (standalone) by @akashmjn in #424
• Add GitHub workflow to deploy InferenceSystem configmaps on push by @Copilot in #434
• Fix out of date inference deploy configs by @akashmjn in #432
• Inference v1 PR 2/n: Inference orch container and CI integration by @akashmjn in #428
• Disable dependabot pip updates for deprecated ModelTraining by @Copilot in #441
• Add workflow to validate YAML file syntax by @dthaler in #436
• Fix wrong hash on azure/setup-kubectl by @dthaler in #439
• Bump AWSSDK.S3 and 6 others by @dependabot[bot] in #445
• Bump the actions group with 4 updates by @dependabot[bot] in #442
• Inference v1 PR 3/n: Delete old code by @akashmjn in #447
• Bump AWSSDK.S3 and AWSSDK.SimpleEmail by @dependabot[bot] in #449
• Inference v1 PR 4/n: Migrate inference to v1 by @akashmjn in #448
• Update inference system to v2.0.0 in deploy configs by @akashmjn in #454
• Better spectrograms for UI by @akashmjn in #452

Full Changelog: InferenceSystem.v1.0.3...InferenceSystem.v2.0.0