How to annotate data for lightweight edge AI computer vision models: task choices, label design, and tools tuned for real-world deployment

Learn about 18 quality metrics for computer vision data annotation, covering accuracy, consistency, completeness, and workflow efficiency.

A practical, eight-part framework to write clear 3D LiDAR point cloud data annotation guidelines. Produce consistent, production-grade data.

3D LiDAR data annotation market analysis: growth outlook, ecosystem, key players, tech trends, policy shifts and strategies for stakeholders

[With interactive selection tool] How AI teams choose data annotation platform solution. Compare cost, security, and scale for the right fit

15 key challenges that annotators encounter in 3D point cloud segmentation and how BasicAI's platform effectively addresses each one.

This post provides a detailed comparison of the two versions of BasicAI's data labeling platform: open-source Xtreme1 and enterprise version

This guide will walk you through the essentials you need to succeed in 3D LiDAR point cloud data annotation. [Download complete guide free]

Data annotation is being transformed. Check the tasks, importance, and unique features of data annotation for large language models (LLMs).

BasicAI Cloud is now upgraded to v1.1, with annotation tools and workflows tailored for Generative AI and large language model training.

In this post, we'll guide you through the process of preparing annotated data for YOLO model training, from labeling to organizing your data

In this post, we'll guide you through the process of implementing YOLO object counting by focusing on a real-world scenario: road vehicle counting.

Choosing the right data annotation tools can be challenging. In this post, we evaluated 10 leading data labeling platforms on the market.

In this post, we will provide you with insights and guidance on how to choose data annotation tools that best suit your project's needs

This article will introduce the factors that matter when outsourcing data annotation and how BaiscAI can address these challenges.

BasicAI Cloud has updated to v1.0: User Model Integration, Enhanced Polyline Annotation Tool, Rotated Bounding Box, Snap-to-Point Tool

If NLP is the crown jewel of AI, text annotation is the polishing wheel. Everything about text annotation: Definition, Types, Tools, Methods

BasicAI Cloud is rolling out updated pricing plans designed to provide more flexible options for customers with varying needs.

Building AI faces numerous data preparation struggles that impact performance. Let's examine 10 common training data pitfalls and solutions.

The increasing demand and difficulties of data annotation catalyze smart data annotation technologies enabled by human-model coupling.