Machine Learning

Access the latest in machine learning, from computer vision algorithms to large language models and generative AI. Get actionable tips for AI training data sets and stay ahead with industry advancements.

BasicAI's Blog

Back to All Posts

Computer Vision

edge-ai-lightweight-computer-vision-models-data-annotation-strategies

Data Annotation Strategies for Lightweight Computer Vision in Edge AI

Admon W.

min

Annotate Smarter

how-to-write-3d-lidar-point-cloud-data-annotation-guidelines

8 Elements to Cover in Your 3D LiDAR Point Cloud Data Annotation Guidelines

Admon W.

min

Computer Vision

15-new-autonomous-driving-datasets-in-2024-2025

15 Notable AI Datasets for Autonomous Driving in 2024-2025

Admon W.

min

Computer Vision

synthetic-data-annotation-for-computer-vision-concepts-applications-strategies

Synthetic Data in Computer Vision Annotation: Foundations, Applications, and Strategies

Admon W.

min

Annotate Smarter

how-to-select-the-right-data-annotation-platform-deployment-solution

Ultimate Guide to Data Annotation Platforms: Build, SaaS, or Private Deployment

Admon W.

min

Computer Vision

comprehensive-guide-of-panoptic-segmentation

Panoptic Segmentation Explained: Everything You Need to Know in 2025

Admon W.

min

Annotate Smarter

quality-metrics-for-computer-vision-data-annotation-beyond-map-and-iou

Quality Metrics for Computer Vision Data Annotation: Beyond mAP and IoU

Admon W.

min

Case Studies

advanced-driver-assistance-systems-adas-clearly-explained-functions-sensors-data-algorithms

ADAS Clearly Explained: Functions, Algorithms, Sensors, and Data

Admon W.

min

Case Studies

how-human-data-annotation-powers-autonomous-driving

How Human Data Annotation Powers Autonomous Driving

Admon W.

min

Get Essential Training Data
for Your AI Model Today.

Let's Talk

AI Training Data Solutions & Services

Overview of BasicAI’s professional, efficient and low-cost data annotation services for all types of training data and all industries.

Contact BasicAI to get project estimates and free pilot for your customized data labeling project.

End-to-end image/video annotation services for robust computer vision.

Leading 3D Sensor Fusion annotation services for autonomous systems.

Data labeling services for large language model and Gen AI training.

Get Project Estimates

BasicAI Data Annotation Platform

Overview of BasicAI’s all-in-one smart data annotation platform.

Explore the AI-powered labeling toolset for all types of AI training data.

See how BasicAI facilitates collaborative annotation project.

Learn about annotation tools designed for SFT, RLHF and classification tasks.

Tools for auto point cloud data labeling and semantic segmentation.

Choose the right plan for your teams, no matter how small or large.

Industries & Use Cases

Proprietary Data Engine
Prompt Delivery
Full Quality Assurance

Competitive Pricing
Dedicated Project Manager
Robust Data Security

Free Pilot Project

Blog

Platform

Open Source

An all-in-one open-source data labeling platform for multimodal training data.

Machine Learning

Data Annotation Strategies for Lightweight Computer Vision in Edge AI

8 Elements to Cover in Your 3D LiDAR Point Cloud Data Annotation Guidelines

15 Notable AI Datasets for Autonomous Driving in 2024-2025

Synthetic Data in Computer Vision Annotation: Foundations, Applications, and Strategies

Ultimate Guide to Data Annotation Platforms: Build, SaaS, or Private Deployment

Panoptic Segmentation Explained: Everything You Need to Know in 2025

Quality Metrics for Computer Vision Data Annotation: Beyond mAP and IoU

ADAS Clearly Explained: Functions, Algorithms, Sensors, and Data

How Human Data Annotation Powers Autonomous Driving

Get Essential Training Data
for Your AI Model Today.

AI Training Data Solutions & Services

Overview of BasicAI’s professional, efficient and low-cost data annotation services for all types of training data and all industries.

Contact BasicAI to get project estimates and free pilot for your customized data labeling project.

End-to-end image/video annotation services for robust computer vision.

Leading 3D Sensor Fusion annotation services for autonomous systems.

Data labeling services for large language model and Gen AI training.

Get Project Estimates

BasicAI Data Annotation Platform

Overview of BasicAI’s all-in-one smart data annotation platform.

Explore the AI-powered labeling toolset for all types of AI training data.

See how BasicAI facilitates collaborative annotation project.

Learn about annotation tools designed for SFT, RLHF and classification tasks.

Tools for auto point cloud data labeling and semantic segmentation.

Choose the right plan for your teams, no matter how small or large.

Industries & Use Cases

Proprietary Data Engine Prompt Delivery Full Quality Assurance

Competitive Pricing Dedicated Project Manager ​Robust Data Security

Free Pilot Project

Blog

Platform

Open Source

An all-in-one open-source data labeling platform for multimodal training data.

Machine Learning

Data Annotation Strategies for Lightweight Computer Vision in Edge AI

8 Elements to Cover in Your 3D LiDAR Point Cloud Data Annotation Guidelines

15 Notable AI Datasets for Autonomous Driving in 2024-2025

Synthetic Data in Computer Vision Annotation: Foundations, Applications, and Strategies

Ultimate Guide to Data Annotation Platforms: Build, SaaS, or Private Deployment

Panoptic Segmentation Explained: Everything You Need to Know in 2025

Quality Metrics for Computer Vision Data Annotation: Beyond mAP and IoU

ADAS Clearly Explained: Functions, Algorithms, Sensors, and Data

How Human Data Annotation Powers Autonomous Driving

Get Essential Training Data for Your AI Model Today.

Proprietary Data Engine
Prompt Delivery
Full Quality Assurance

Competitive Pricing
Dedicated Project Manager
Robust Data Security

Get Essential Training Data
for Your AI Model Today.