Use this template to plan and execute systematic data labeling projects that produce high-quality training datasets for AI model development.

Tip: **Copy this template to your workspace and customize it for your specific data types and AI training objectives.

📋 1. Define Project Scope and Requirements

Establish clear objectives and specifications for your labeling project

Project Overview

AI Model Context:

• Model type: _______________________
• Intended use case: _______________________
• Current development stage: _______________________
• Performance goals: _______________________

Data Specifications:

• Data type: Images/Text/Audio/Video/Multimodal
• Data volume: _______ samples
• Data source: _______________________
• Quality requirements: _______________________

Labeling Objectives:

• [ ] Classification - Categorize data into predefined classes
• [ ] Object Detection - Identify and locate objects in images
• [ ] Semantic Segmentation - Pixel-level classification
• [ ] Named Entity Recognition - Identify entities in text