使用QualcommAIStack加速新的ML模型

Accelerating Newer ML Models Using Qualcomm®AI StackDr. VineshSukumarSr Director –AI/ML ProductQualcomm Technologies, Inc.Snapdragon and Qualcomm branded products are products of Qualcomm Technologies, Inc. and/or its subsidiaries.On-deviceintelligence is paramountProcess data closest to the source, complement the cloudPrivacyReliabilityLow latencyEfficient use of network bandwidthCenter of Gravity Moving to the Edge…HistoricallyIncreased DemandPersonalizationSecurityAutonomyEfficiency© 2023 Qualcomm Technologies Inc.2AI Applications : Across Various SegmentsMobileCSSComputeCloudAutoAI Assisted Imaging•AI 3A•Scene-based Camera SelectionImage Understanding•Face Detection / Tracking / Features•Object Detection / Tracking•Body Detection / Tracking / Pose•Human SegmentationBeautify / Augment / Gaming•Scene-based Image EnhancementImage Processing•AI based NR or Image SR•Scene-based Camera SelectionAudio•Real time language•Natural language processing (NLP)Modem•Sensor Fusion (Cont. awareness