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.3 min read·Sep 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.5 min read·Nov 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…4 min read·Sep 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…3 min read·Sep 4, 2019----