Liu PenginTowards Data ScienceUnderstanding Bayesian Inference in Bayesian OptimizationThe intuitive guide to the essential knowledge on Bayesian inference applied in the context of Bayesian optimization5 min read·Feb 21, 2022----
Liu PenginTowards Data ScienceBuilding A Deep Learning-Based Object Detection App Using R Shiny and TensorflowLearn how to fine-tune a customized deep learning model for object detection based on your own dataset8 min read·Feb 8, 2022----
Liu PenginTowards Data ScienceGradient Editing On The Fly in Deep Neural NetworksIntroducing the overall model training process and the importance of gradients6 min read·Dec 30, 2021----
Liu PenginTowards Data ScienceA Short Survey on Implicit Data AugmentationA short survey on implicit data augmentation techniques and future research directions7 min read·Dec 21, 2021----