OrcaHello - High Tide Update: Rewritten and refreshed

What's Changed

Rewrite of inference https://github.com/orcasound/orcahello/issues/405

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

Full Changelog: https://github.com/orcasound/orcahello/compare/InferenceSystem.v1.0.3...InferenceSystem.v2.0.0

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