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