Enrollments closing soon for Post Graduate Certificate Program in Data Science & AI (Including Agentic AI) By IIT Roorkee | 3 Seats Left
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1 Understanding various Intel® AI platforms - CPU, iGPU and VPU to achieve accelerated performance
2 CPU vs. GPU: Making the Most of Both
3 Using the integrated GPUs
4 Introducing Intel® Movidius™ Myriad™ X VPU
5 Accelerators based on Intel® Movidius™ Myriad™ X Vision Processing Unit
6 Inference Engine overview- Hardware agnostic inference with write once deploy anywhere approach
7 Demo - Inference Engine
8 Demo - Running Inference on Intel® Neural Compute Stick 2
9 Demo - Object Detection sample application walkthrough
10 Lab - OpenCV* Tutorial
11 Quiz Question
12 Lab - Classification
13 Lab - Object Detection
14 Lab - Style Transfer
15 Performance improvement with Inference Engine - Sync Mode vs Async Mode, and Throughput Mode
16 Efficient utilization of all the available compute resources using Heterogeneous and Multi- Device Plugin and boost the performance
17 Lab - Benchmark and compare performance
18 Lab - Industrial use-case : Safety Gear Detection
19 Lab - Healthcare use-case : Pneumonia Detection
20 Lab - Retail use-case: Store Aisle Monitor
21 Quiz Question
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