Nir BarazidainTowards Data ScienceStable Diffusion: Best Open Source Version of DALL·E 2Created by the researchers and engineers from Stability AI, CompVis, and LAION, “Stable Diffusion” claims the crown from Craiyon, formerly…7 min read·Aug 30, 2022--2--2
Nir BarazidainTowards Data ScienceYOLOv6: next-generation object detection — review and comparisoneview and comparison of the next generation object detection6 min read·Jul 5, 2022--1--1
Nir BarazidainTowards Data ScienceSTRAGGLERS AND LATENCY IN SYNCHRONOUS DISTRIBUTED TRAINING OF DEEP LEARNING MODELSA review of the challenges in Synchronous distributed training and best solutions for stragglers and high latency.10 min read·Mar 8, 2022--1--1
Nir BarazidainTowards Data ScienceClosing the Data Loop with DagsHub Annotations and Label StudioNo need to move your data between platforms, suffer from synchronization issues, break the project structure, or perform tedious tasks.6 min read·Feb 15, 2022----
Nir BarazidainTowards Data ScienceWhy is labeling unstructured data still hard?Data labeling, one of the most critical tasks in the lifecycle of a machine learning project, is currently also one of the hardest to…6 min read·Dec 21, 2021----
Nir BarazidainTowards Data ScienceWrapping up the Papers with Code ML Reproducibility Challenge — Spring 2021The Spring 2021 edition of the ML Reproducibility Challenge is officially over, and we have some inspiring projects contributed by the…5 min read·Dec 21, 2021----
Nir BarazidainTowards Data ScienceData Science Workflows — Notebook to ProductionReduce the time from research to production using various MLOps tools and techniques.11 min read·Nov 24, 2021--3--3
Nir BarazidainTowards Data Science40 Open-Source Audio Datasets for MLOver 2 TBs of labeled audio datasets publicly available and parseable on DagsHub11 min read·Nov 16, 2021--3--3
Nir BarazidainTowards Data ScienceFaster Machine Learning Versioning and Tracking: Example using FDSUsing FDS, an open-source tool, to version control your machine learning project fast & easy7 min read·Jun 27, 2021----
Nir BarazidainTowards Data ScienceData Science Workflows — Experiment TrackingExploring data science hypotheses using Git Flow7 min read·Jun 13, 2021----