Resources for Data Centric AI
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
翻译 - 在数据集中查找标签错误并使用嘈杂的标签进行学习。
A curated, but incomplete, list of data-centric AI resources.
Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖
Curated list of open source tooling for data-centric AI on unstructured data.
Lab assignments for Introduction to Data-Centric AI, MIT IAP 2024 👩🏽💻
#计算机科学#Introduction to Data-Centric AI, MIT IAP 2023 🤖
A data-centric AI package for ML/AI. Get the best high-quality data for the best results. Discord: https://discord.gg/t6ADqBKrdZ
Codes for a Top 5% finish in the Data-Centric AI Competition organized by Andrew Ng and DeepLearning.AI
#计算机科学#Elyra extends JupyterLab with an AI centric approach.
翻译 - Elyra以AI为中心的方法扩展了JupyterLab笔记本。
StyleGAN-Human: A Data-Centric Odyssey of Human Generation
Unity's privacy-preserving human-centric synthetic data generator
Handles multiple display states for data-centric views
Open-source event collection and tag management (gtag.js/GTM alternative)
A platform for creating data-centric business apps
MinIO 是一款高性能、Kubernetes 云原生对象存储服务器
#搜索#AI + Data, online. https://vespa.ai
翻译 - Vespa是用于对大数据集进行低延迟计算的引擎。
#数据仓库#awesome-public-datasets - 收集了各种类别的开源数据，包括但不限于经济、农业、生物、民生、气象、数据安全等等
(NeurIPS 2022 CellSeg Challenge - 1st Winner) Open source code for "MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy"