设计支持NextVision的产品时可能会忽略的五件事

Five Things You Might Overlook on Your Next Vision-Enabled Product DesignPhil LapsleyCo-Founder and Vice PresidentBDTIFor more than 30 years, BDTI has been a trusted source for engineering, analysis, and advice on embedded processing.For the last 10 years we’ve focused on computer vision, deep learning, and embedded AI.Our specialities:•Algorithm design and implementation•Processor selection•Development tool and processor evaluation•Training and coaching on embedded AI technologyAbout BDTI2© 2023 BDTI•Which processor am I going to use?•What neural network will it run?•Where will I get the training data?These are important questions! But they’re not the ones I’m going to talk about. You’re Designing Your New Vision Product!What Questions Come to Mind?3© 2023 BDTI•Lighting and camera placement•ML model and training experiments•When to leverage existing frameworks, vs. rolling your own?•Vendor risks•Dealing with neural network memory constraintsThings We Find Are Often Overlooked4© 2023