Published inTowards 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…Aug 30, 20222Aug 30, 20222
Published inTowards Data ScienceYOLOv6: next-generation object detection — review and comparisoneview and comparison of the next generation object detectionJul 5, 20221Jul 5, 20221
Published inTowards 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.Mar 8, 20221Mar 8, 20221
Published inTowards 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.Feb 15, 2022Feb 15, 2022
Published inTowards 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…Dec 21, 2021Dec 21, 2021
Published inTowards 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…Dec 21, 2021Dec 21, 2021
Published inTowards Data ScienceData Science Workflows — Notebook to ProductionReduce the time from research to production using various MLOps tools and techniques.Nov 24, 20214Nov 24, 20214
Published inTowards Data Science40 Open-Source Audio Datasets for MLOver 2 TBs of labeled audio datasets publicly available and parseable on DagsHubNov 16, 20213Nov 16, 20213
Published inTowards Data ScienceFaster Machine Learning Versioning and Tracking: Example using FDSUsing FDS, an open-source tool, to version control your machine learning project fast & easyJun 27, 2021Jun 27, 2021
Published inTowards Data ScienceData Science Workflows — Experiment TrackingExploring data science hypotheses using Git FlowJun 13, 2021Jun 13, 2021