data-centric-ai topic
cleanvision
Automatically find issues in image datasets and practice data-centric computer vision.
AttrPrompt
[NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.
dcai-lab
Lab assignments for Introduction to Data-Centric AI, MIT IAP 2024 👩🏽💻
opendataval
OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)
docta
A Doctor for your data
cleanlab-studio
Client interface for all things Cleanlab Studio
Acharya
A Data Centric NER annotation tool for your Named Entity Recognition projects
awesome-data-management
A curated list of awesome open source tools and commercial products to catalog, version, and manage data 🚀
dcai-course
Introduction to Data-Centric AI, MIT IAP 2023 🤖
ai4elife
This data-centric AI repository implements a robust deep learning method (LFBNet) for fully automated tumor segmentation in whole-body [18]F-FDG PET/CT images.