build(deps): update ultralytics requirement from >=8.4.115 to >=8.4.161 in /apps/ai

[dependabot]

Updates the requirements on ultralytics to permit the latest version.

Release notes

Sourced from ultralytics's releases.

v8.4.161 - Fix RT-DETR device moves, fused resume, empty images, bracket paths, odd plot grids and save=False uploads (#26301)

🌟 Summary

Ultralytics 8.4.161 is a reliability and usability release: it fixes several training, inference, plotting, and upload bugs, while improving dataset handling and clarifying export and Platform documentation.

📊 Key Changes

• 🛠️ Fixed six package issues in PR #26301, the release’s main change:
  • RT-DETR decoder tensors now move correctly between devices, helping prevent validation or prediction device-mismatch errors.
  • Resuming older Adam/AdamW checkpoints now preserves the optimizer’s runtime fused setting.
  • Empty image files no longer crash prediction runs.
  • Training results can be read from paths containing bracket characters, and plots handle odd numbers of result panels correctly.
  • Platform uploads can fall back to last.pt when save=False means no best.pt was created.
• 🗂️ Improved dataset and training utilities: .tgz archives now extract correctly, semantic segmentation can skip unnecessary polygon processing, and fuzz testing better recognizes expected missing-split errors.
• 🍎 Made CoreML export failures clearer: removed an invalid fallback that could hide the original save error behind a misleading file-extension error.
• 📘 Expanded export guidance: documented the device option for Hailo and Ascend, and explained why static exports may produce different predictions on non-square images.
• ☁️ Refreshed Platform documentation for dataset image copying and face blurring, annotation providers, deployment pages and monitoring, and related API and billing details.

🎯 Purpose & Impact

• ✅ More dependable prediction and training-resume workflows, especially with RT-DETR, older checkpoints, and imperfect image datasets.
• 📈 Fewer failures when reading results or generating plots, including with unusual file paths and uneven metric layouts.
• ⚡ Less unnecessary processing for semantic datasets where polygon data is not used.
• 🔍 More actionable CoreML errors and clearer export settings help users diagnose problems and choose deployment options.
• 🧭 Updated Platform guidance makes dataset, annotation, billing, and deployment workflows easier to understand.

What's Changed

• Document device export argument for OpenVINO, Hailo and Ascend by @​raimbekovm in ultralytics/ultralytics#26286
• Tighten export mode docs and explain static export prediction differences by @​Vaishnavi220506 in ultralytics/ultralytics#26285
• Align Platform docs with deployment pages, image copy, face blurring and new annotation providers by @​raimbekovm in ultralytics/ultralytics#26297
• Classify wrapped dataset split errors as expected in CLI fuzzing by @​aswanth-07 in ultralytics/ultralytics#26299
• Remove invalid CoreML .mlmodel save fallback by @​amanharshx in ultralytics/ultralytics#26298
• Fix extraction of .tgz dataset archives by @​aswanth-07 in ultralytics/ultralytics#26294
• Skip polygon resampling for semantic datasets when no augmentation reads the polygons by @​raimbekovm in ultralytics/ultralytics#26295
• Fix RT-DETR device moves, fused resume, empty images, bracket paths, odd plot grids and save=False uploads by @​glenn-jocher in ultralytics/ultralytics#26301

New Contributors

• @​Vaishnavi220506 made their first contribution in ultralytics/ultralytics#26285

Full Changelog: ultralytics/ultralytics@v8.4.160...v8.4.161

Commits

• 63c2d37 Fix RT-DETR device moves, fused resume, empty images, bracket paths, odd plot...
• 66a7236 Skip polygon resampling for semantic datasets when no augmentation reads the ...
• dc2ddc4 Fix extraction of .tgz dataset archives (#26294)
• 9863d63 Remove invalid CoreML .mlmodel save fallback (#26298)
• 085febf Classify wrapped dataset split errors as expected in CLI fuzzing (#26299)
• c4257cf Align Platform docs with deployment pages, image copy, face blurring and new ...
• 9d25f80 Tighten export mode docs and explain static export prediction differences (#2...
• 8521665 Document device export argument for OpenVINO, Hailo and Ascend (#26286)
• f171c4b ultralytics 8.4.160 Invalidate dataset caches when files are edited in plac...
• 1467ec5 Unify task docs structure and align val and Results guidance (#26271)
• Additional commits viewable in compare view

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[dependabot]

Superseded by #252.