Deploy Fast and Accurate YOLOv8 Object Detection Models on CPUs

Deploy Fast and Accurate YOLOv8 Object Detection Models on CPUs

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Introduction

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1 of 23

Introduction

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Deploy Fast and Accurate YOLOv8 Object Detection Models on CPUs

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  1. 1 Introduction
  2. 2 Why YOLOv8
  3. 3 GPU Performance
  4. 4 Baseline Results
  5. 5 DeepSparse Engine
  6. 6 Sparsity Quantization
  7. 7 Sparsity Profile Generation
  8. 8 Quantization
  9. 9 Results
  10. 10 Should you deploy YOLOv8
  11. 11 Performance comparison
  12. 12 Getting started
  13. 13 Open source repository
  14. 14 Sparse transfer
  15. 15 Sparse transfer learning
  16. 16 Sparse ML
  17. 17 Upcoming features
  18. 18 Questions
  19. 19 Sparse ML Recipe
  20. 20 Server ARM
  21. 21 YOLOv8 vs Openvino
  22. 22 Licensing
  23. 23 Conclusion

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