Gaurav RaoSpeeding Up Memory-Bound Object Detection Models: MobileNetV2_SSD — Neural MagicTL;DR: Learn more about increasing performance for MobileNetV2_SSD models, via pruning and decreasing post-production time.Sep 28, 2020Sep 28, 2020
Gaurav RaoinDeep SparseRecommendation Systems: 4 Machine Learning TrendsRecommendation systems (or recommender systems) were designed to understand and predict user preferences based on user behavior.Nov 5, 2019Nov 5, 2019
Gaurav RaoinDeep SparseMachine Learning Needs Academia and Industry to Survive: Neural MagicThe field of machine learning has progressed quickly in the last decade, and there’s a big reason why: both academics and industry groups…Sep 12, 2019Sep 12, 2019
Gaurav RaoinDeep SparseUsing CNNs for Inference — Neural MagicConvolutional neural networks (CNNs) are a type of neural network most often used for image recognition and classification. CNNs excel at…Sep 4, 2019Sep 4, 2019