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Search results for python data centric ai

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15 search results found

Docta ⭐ 2,472

A Doctor for your data

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.

[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.

Opendataval ⭐ 60

OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)

pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation

Unsupervisedselectivelabeling ⭐ 30

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

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

Refinery Python Sdk ⭐ 17

Official Python SDK for Kern AI refinery.

Cleanlab Studio ⭐ 16

Client interface for all things Cleanlab Studio

Unsupervised classification to improve the quality of a bird song recording dataset

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.

Diverseevol ⭐ 12

Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning

Quickly set up an image labelling web application for manually tagging images for machine learning tasks.

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