Fitness AI Data Annotation Services for Posture, Movement, and Exercise Recognition

Fitness AI Data Annotation Services

Fitness AI Data Annotation Services

Fitness applications increasingly rely on computer vision and motion tracking to deliver real time coaching, posture correction, and form improvement. To achieve accurate and reliable performance, these models depend on carefully annotated datasets that capture the full range of human motion and exercise variations.DataVLab supports fitness AI companies with structured annotation workflows designed specifically for movement understanding. Our team annotates exercises frame by frame, labels key body joints, rates form quality, and provides precise exercise classification. We adapt each workflow to the requirements of posture improvement, workout tracking, repetition counting, and personalized feedback.By combining expert annotators with strict quality processes, we help fitness AI models reach higher accuracy, better motion stability, and more meaningful user insights.

Accurate biomechanical keypoint annotation for posture correction and movement understanding.

Custom exercise taxonomies and consistent labeling across multiple fitness styles.

Scalable frame level annotations with multi step QA for reliable model training.

How DataVLab Supports Fitness AI and Movement Tracking Models

Our workflows help fitness applications deliver real time feedback based on accurate and well structured datasets.

Posture Correction Keypoint Annotation

Posture Correction Keypoint Annotation

DataVLab Favicon Big

Full body skeletal tracking

We annotate full body keypoints and joint angles to help models detect posture deviations and corrective adjustments.

Exercise Classification

Exercise Classification

DataVLab Favicon Big

Identifying workout types

We classify exercises such as squats, lunges, push ups, yoga poses, and more.

Form Quality Scoring

Form Quality Scoring

DataVLab Favicon Big

Rating movement execution

We score repetitions based on alignment, control, and stability.

Rep Counting and Temporal Segmentation

Rep Counting and Temporal Segmentation

DataVLab Favicon Big

Identifying exercise cycles

We label repetition boundaries and movement phases.

Fitness Gesture Recognition

Fitness Gesture Recognition

DataVLab Favicon Big

Detecting specific motion patterns

We annotate gestures and transitions to help models understand workout flow.

Multi Camera Angle Annotation

Multi Camera Angle Annotation

DataVLab Favicon Big

Supporting advanced training setups

We annotate videos captured from multiple viewpoints.

Discover How Our Process Works

1

Defining Project

We analyze your project scope, objectives, and dataset to determine the best annotation approach.
2

Sampling & Calibration

We conduct small-scale annotations to refine guidelines, ensuring consistency and accuracy before scaling.
3

Annotation

Our expert annotators apply high-quality labels to your data using the most suitable annotation techniques.
4

Review & Assurance

Each dataset undergoes rigorous quality control to ensure precision and alignment with project specifications.
5

Delivery

We provide the fully annotated dataset in your preferred format, ready for seamless AI model integration.

Explore Industry Applications

We provide solutions to different industries, ensuring high-quality annotations tailored to your specific needs.

Upgrade your AI's performance

We provide high-quality annotation services to improve your AI's performances

Custom service offering

Up to 10x Faster

Accelerate your AI training with high-speed annotation workflows that outperform traditional processes.

AI-Assisted

Seamless integration of manual expertise and automated precision for superior annotation quality.

Advanced QA

Tailor-made quality control protocols to ensure error-free annotations on a per-project basis.

Highly-specialized

Work with industry-trained annotators who bring domain-specific knowledge to every dataset.

Ethical Outsourcing

Fair working conditions and transparent processes to ensure responsible and high-quality data labeling.

Proven Expertise

A track record of success across multiple industries, delivering reliable and effective AI training data.

Scalable Solutions

Tailored workflows designed to scale with your project’s needs, from small datasets to enterprise-level AI models.

Global Team

A worldwide network of skilled annotators and AI specialists dedicated to precision and excellence.

Unlock Your AI
Potential Today
Get Free Quote
Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted

Blog & Resources

Explore our latest articles and insights on Data Annotation

Unlock Your AI Potential Today

We are here to assist in providing high-quality data annotation services and improve your AI's performances