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12 search results found

Refinery ⭐ 1,257

The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

Cleanvision ⭐ 739

Automatically find issues in image datasets and practice data-centric computer vision.

Awesome Open Data Centric Ai ⭐ 630

Curated list of open source tooling for data-centric AI on unstructured data.

Dcai Lab ⭐ 356

Lab assignments for Introduction to Data-Centric AI, MIT IAP 2023 👩🏽‍💻

[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark

MOOSE (Multi-organ objective segmentation) a data-centric AI solution that generates multilabel organ segmentations to facilitate systemic TB whole-person research.The pipeline is based on nn-UNet and has the capability to segment 120 unique tissue classes from a whole-body 18F-FDG PET/CT image.

Dcai Course ⭐ 83

Introduction to Data-Centric AI, MIT IAP 2023 🤖

Unsupervisedselectivelabeling ⭐ 30

[ECCV 2022] Official Implementation for Unsupervised Selective Labeling for More Effective Semi-Supervised Learning

Refinery Python Sdk ⭐ 17

Official Python SDK for Kern AI refinery.

Frontiers in Neuroinformatics 2022: Local Label Point Correction for Edge Detection of Overlapping Cervical Cells

Ai4elife ⭐ 14

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.

Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data (NeurIPS 2022)

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