Rostyslav NeskorozhenyiinTowards Data ScienceIntegrate Distributed Ray Serve Deployment with KafkaLearn how to simply combine Ray Serve Deployment with asynchronous Kafka ConsumerJul 16, 2023Jul 16, 2023
Rostyslav NeskorozhenyiinTowards Data ScienceHow to get high score using MMBT and CLIP in Hateful Memes CompetitionUse CLIP as a feature encoder for Multimodal Bitransformer and make MMBT really work with Huggingface TransformersSep 27, 2021Sep 27, 2021
Rostyslav NeskorozhenyiinTowards Data ScienceTile (Slice) YOLO Dataset for Small Objects DetectionImplement a simple script that can cut images and corresponding labels into tiles of a specified sizeMar 9, 20214Mar 9, 20214
Rostyslav NeskorozhenyiinTowards Data ScienceBuild a bidirectional text generator with XLNetGenerate text in a new way with Permutation Language ModelingAug 18, 2020Aug 18, 2020
Rostyslav NeskorozhenyiinTowards Data ScienceWord embeddings in 2020. Review with code examplesBrief overview of current word embedding methods: from Word2vec to TransformersJul 24, 20203Jul 24, 20203
Rostyslav NeskorozhenyiinTowards Data ScienceImprove person re-identification with face detection (FaceBoxes)Simple method to reduce number of viewpoints and create high-quality embeddingsJun 29, 2020Jun 29, 2020
Rostyslav NeskorozhenyiinTowards Data ScienceMake your own Rick Sanchez (bot) with Transformers and DialoGPT fine-tuningTeach GPT-2 to write like a mad scientistJun 8, 20209Jun 8, 20209
Rostyslav NeskorozhenyiinTowards Data ScienceBuild predictive Business Intelligence with Google Colab, Google Data Studio and Google SheetsThe result of an experiment of building predictive BI solution based on free Google services.May 27, 20202May 27, 20202
Rostyslav NeskorozhenyiinAnalytics VidhyaLabel images dataset in Jupyter notebookIn this article we will learn how to quickly turn Jupyter notebook into a simple image labeling tool.May 22, 2020May 22, 2020