AI/ML
Completed
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simply-nlp-classification-labeling-platform
Text Classification Labeling Tool
This is a flask-based simply platform for labeling classification of a text.
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Overview
A comprehensive text classification labeling platform built with Flask. This tool provides an intuitive interface for annotating text data, supporting various classification tasks and enabling efficient dataset creation for NLP model training.
Key Features
Web-based text annotation
Multi-class classification support
User management system
Export functionality
Progress tracking
Challenges
Efficient annotation workflow
Data quality assurance
User interface optimization
Large dataset handling
Solutions
Designed intuitive annotation interface
Implemented quality control measures
Created efficient data storage
Added batch processing capabilities
Results & Impact
Accelerated dataset creation
Improved annotation quality
Enhanced team collaboration
Widely used in NLP projects
Project Info
Role
Creator & Maintainer
Timeline
2020 - 2021
1 year
Technologies
PythonFlaskNLPData AnnotationMachine LearningSQLite