Park ChansunginTowards Data ScienceAdapting to changes of data by building MLOps pipeline in Vertex AIThis post shows how to build a machine learning pipeline for object detection tasks.13 min read·Aug 11, 2021--4--4
Park ChansunginGoogle Developer ExpertsMLOps: Big Picture in GCP“Why do we need different CI/CD for machine learning?” the simplest answer is “because the data changes over time whether or not you want”.14 min read·May 11, 2021----
Park ChansunginTowards Data ScienceYOLOv2 to detect your own objects (soccer ball) using DarkflowThis story introduces the basic steps for object detection on your custom dataset.5 min read·Jul 26, 2018--24--24
Park ChansunginTowards Data ScienceYOLOv2 object detection using DarkflowThis story introduces how object detection can be done. It will be helpful if you plan to build an application which benefits from object…4 min read·Jul 2, 2018--7--7
Park ChansunginTowards Data ScienceTransfer Learning in Tensorflow: Part 2(VGG19 on CIFAR-10)4 min read·Jun 12, 2018--2--2
Park ChansunginTowards Data ScienceTransfer Learning in Tensorflow: Part 1(VGG19 on CIFAR-10)6 min read·Jun 7, 2018--8--8
Park ChansunginTowards Data ScienceSeq2Seq model in TensorFlowIn this project, I am going to build language translation model called seq2seq model or encoder-decoder model in TensorFlow. The objective…9 min read·May 2, 2018--20--20
Park ChansunginTowards Data ScienceCIFAR-10 Image Classification in TensorFlowIn this story, I am going to classify images from the CIFAR-10 dataset. This story covers preprocessing the image and training/prediction…15 min read·Apr 17, 2018--22--22
Park ChansungEN-FR Machine Translation with Various RNN Models in Google CoLab (1)Within two parts of articles, I am going to implement deep learning model for English to French machine translation. The training data-set…8 min read·Mar 29, 2018----
Park ChansunginITNEXTComparable and Comparator in JAVAClick here to share this article on LinkedIn »5 min read·Mar 26, 2018--1--1