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

How AI teams use combined synthetic and real data to scale computer vision, reduce data labeling cost, and improve the model robustness.

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

15 computer vision AI applications in sports, from tracking to officiating. 5 datasets and guidance on building high‑quality training data.

Comprehensive guide to ADAS: sensors, perception algorithms and data annotation. Covers 11 key functions from FCW to APA with implementation tips.

This blog post covers the evolution, technology, and applications of delivery robots, with a focus on the perception algorithms and data.

Explore 15 new autonomous driving AI training datasets released in 2024-2025, covering 4D radar, adverse weather, trucks, and novel sensors.

The complete guide of panoptic segmentation in computer vision: the AI technology unifying semantic segmentation & instance segmentation.

Essential CVPR 2025 papers: VGGT's neural 3D, physics-informed learning, and open models every computer vision engineer should know.

Discover why human data annotation continues to power autonomous driving, providing the critical foundation for safe self-driving technology

30 essential 3D LiDAR point cloud datasets for autonomous driving, robotics, agriculture, etc. Find the perfect data resource for your next computer vision project.

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

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

Explore the power of LiDAR annotation in architecture and engineering. Learn how BasicAI's expert services drive project success.

Geospatial annotation is transforming industries by providing precise geographic data for urban planning, agriculture, and so on.

Explore LiDAR's features, data types, algorithms, and how to conduct LiDAR annotation to create training datasets for various 3D algorithms.

Image classification is important in the ML and CV fields. This article will give you a comprehensive understanding of it.

What is YOLO? How Does YOLO Object Detection Work? The Evolution of YOLO: From v1 to v13. Real-World Applications of YOLO (You Only Look Once) models