NVIDIA
NCA-AIIO · Question #54
Why do convolutional neural networks outperform fully connected networks in vision tasks?
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NVIDIA Certified Associate (NCA) Core AI Concepts
Question
Why do convolutional neural networks outperform fully connected networks in vision tasks?
Options
- AThey reduce training time to zero
- BThey exploit local connectivity and weight sharing
- CThey remove the need for labeled data
- DThey guarantee interpretability
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Topics
#Convolutional Neural Networks#Computer Vision#Neural Network Architectures#Weight Sharing