Published inGoogle Developer ExpertsDistilling from Dialogues: Finding Meaning in LLM InteractionsIn the age of Large Language Models (LLMs), engaging in conversations with AI has become increasingly common. However, as these…Feb 24Feb 24
Published inTDS ArchiveAdapting to changes of data by building MLOps pipeline in Vertex AIThis post shows how to build a machine learning pipeline for object detection tasks.Aug 11, 2021A response icon4Aug 11, 2021A response icon4
Published inGoogle 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”.May 11, 2021May 11, 2021
Published inTDS ArchiveYOLOv2 to detect your own objects (soccer ball) using DarkflowThis story introduces the basic steps for object detection on your custom dataset.Jul 26, 2018A response icon24Jul 26, 2018A response icon24
Published inTDS ArchiveYOLOv2 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…Jul 2, 2018A response icon7Jul 2, 2018A response icon7
Published inTDS ArchiveTransfer Learning in Tensorflow: Part 2(VGG19 on CIFAR-10)Jun 12, 2018A response icon2Jun 12, 2018A response icon2
Published inTDS ArchiveTransfer Learning in Tensorflow: Part 1(VGG19 on CIFAR-10)Jun 7, 2018A response icon8Jun 7, 2018A response icon8
Published inTDS ArchiveSeq2Seq model in TensorFlowIn this project, I am going to build language translation model called seq2seq model or encoder-decoder model in TensorFlow. The objective…May 2, 2018A response icon20May 2, 2018A response icon20
Published inTDS ArchiveCIFAR-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…Apr 17, 2018A response icon22Apr 17, 2018A response icon22
EN-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…Mar 29, 2018Mar 29, 2018