Wei WenCustom Data Object Detection (Azure Custom Vision)In this post I am going to talk about the steps to train custom data on Azure Custom Vision.Jul 19, 20231Jul 19, 20231
Wei WenPlant Disease Detection with SageMaker & FlaskIn this post, I will show how can you train and deploy an image classification model on SageMaker and perform inference through web…Dec 15, 2022Dec 15, 2022
Wei WenThe Matrix Calculus You Need For Deep Learning | By Terence Parr & Jeremy Howard | Part IIHopefully you have gone through part one and have a clear idea of vector calculus and partial derivative, in this post, I will finish it up…Sep 6, 2022Sep 6, 2022
Wei WenThe Matrix Calculus You Need For Deep Learning | By Terence Parr & Jeremy Howard | Part IIn this post I will try to summarize and explain all the essential mathematics concepts you will need in order to understand what happen…Sep 6, 2022Sep 6, 2022
Wei WenWhat is your data worth? Equitable Valuation of Data — by Amirata Ghorbani1 and James Y. ZouIn this paper, the authors proposed data Shapely as a metric to quantify the value of each training datum to the predictor performance. In…May 10, 2022May 10, 2022
Wei WenAN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALEIn this post I would like to explain and summarize the paper that was published by Google in ICLR (2021). The authors compared performance…Dec 29, 2021Dec 29, 2021