LiDAR Data Labeling for Autonomous Systems
Delivered precise LiDAR data labeling to support autonomous system development, enabling machine lea...
Supervisely Scale AI LiDAR processing platforms
AI & Machine Learning
AI Powered Video Annotation and Segmentation Pipeline
Delivered a scalable video annotation and segmentation pipeline to support advanced AI model training. The project required precision, speed, and consistency across large volumes of data under tight delivery timelines.
Project Details
- Client
- International AI Company
- Location
- New York, USA
- Category
- AI & Machine Learning
Tools & Technologies
AI & Machine Learning
Project Story
The Challenge
The client faced a growing demand for high quality annotated video datasets, with strict requirements on accuracy, consistency, and turnaround time. Managing distributed annotators while maintaining quality standards was a critical gap.
The Solution
Designed and implemented a structured, AI focused annotation workflow tailored for large scale video data processing.
- Built a distributed workforce model with trained annotators handling segmentation and labeling tasks
- Established a multi layer quality assurance system to monitor accuracy and consistency
- Developed training frameworks to onboard and upskill remote teams efficiently
- Optimized task allocation and workflow processes to improve turnaround time
The Outcome
- Delivered over 500+ hours of high quality annotated video data
- Achieved consistent accuracy across distributed teams through structured QA systems
- Reduced annotation errors significantly, improving dataset reliability for AI model training
- Strengthened operational efficiency and scalability for future data annotation projects
Stack
Tools & Technologies
Every tool listed was used directly in delivering this project.
CVAT Labelbox Proprietary annotation platforms
Video Text Description Correction
The goal of the project was to check and correct the current text description of the video.
CVAT
Labelbox
Superannotate
Digital Workforce Bootcamp
Delivered an engaging and practical session designed to equip youth and emerging professionals with...