Yan DingCalculating Parameters of Convolutional and Fully Connected Layers with KerasExplain how to calculate the number of params and output shape of convolutional and pooling layers6 min read·Oct 15, 2020--1--1
Yan DinginAnalytics VidhyaInstalling TensorFlow, CUDA, cuDNN for NVIDIA GeForce GTX 1650 Ti onWindow 10GPU vs CPU, training MNIST dataset.5 min read·Aug 13, 2020--6--6
Yan DinginTowards Data ScienceSome Strategies for Machine Learning ProjectsThis article will summarize some strategies for machine learning projects. Firstly, we will illustrate the reasons why we need strategies…18 min read·Apr 20, 2020----
Yan DingLeast Squares, Recursive Least Squares, Kalman Filters, and Sensor FusionWe will cover basic ideas of least squares, weighted least squares. Meanwhile, we will discuss the relationship between Recursive Least…15 min read·Mar 20, 2020----
Yan DingThree Methods of Vehicle Lateral Control: Pure Pursuit, Stanley and MPCIntroduction10 min read·Mar 6, 2020--9--9
Yan DingHow to solve a simple control system problem with Laplace Transform?Why we need Laplace Transform?6 min read·Feb 25, 2020--2--2