Labellerr
Overview of Labellerr
Labellerr: High-Quality Data Labeling for AI and ML
What is Labellerr? Labellerr is a comprehensive data labeling and image annotation software designed to help AI and machine learning teams prepare high-quality data efficiently. Named a G2 2024 Spring High Performer and Easiest To Use in Data Labeling Software, Labellerr offers a range of features that streamline the data preparation process, reduce costs, and accelerate AI deployment.
Key Features and Benefits
Labellerr’s data labeling engine uses automated annotation, advanced analytics, and smart QA to process millions of images and thousands of hours of videos in just a few weeks. This makes it an ideal solution for AI teams looking to train vision, NLP, and LLM models faster and more accurately.
- Accurate Labels: Guarantees 99% accurate labels for training high-quality machine learning models.
- Time Savings: Reduces time to data preparation by 90%.
- Cost Reduction: Lowers development costs by 80%.
How Labellerr Works
- Connect Data: Connect image and video datasets from cloud services like AWS, GCP, Azure, or through API. Labellerr integrates with your existing setup to make data transfer straightforward.
- Create and Manage Projects: Manage the annotation process from curating to assuring quality for extensive datasets. Labellerr combines automation with human expertise to improve accuracy, speed up turnaround time, and reduce costs.
- ML-Ready Export: Export annotated data in various formats, including CSV, JSON, COCO, Pascal VOC, and custom formats, with a single click.
Advanced Features
- Automated Labeling: Utilizes prompt-based labeling, model-assisted labeling, and active learning-based labeling automation for super-fast labeling.
- Multiple Data Types Support: Supports images, videos, PDFs, text, and audio, eliminating the need for multiple tools.
- Smart QA: Employs pre-trained model-based and ground truth-based quality assurance to reduce the time spent checking the quality of labels.
- MLOps Integration: Streamlines your computer vision AI infrastructure with extensive integration support, allowing you to push data to AI development environments like GCP Vertex AI, AWS SageMaker, or custom setups.
- Project Management with Advanced Analytics: Offers powerful analytics to give you full control over the quality of the output and project management.
- 24/7 Support: Provides round-the-clock tech support for your crucial projects with the fastest response time.
Security and Privacy
Labellerr prioritizes the protection of customer data with enterprise-grade security and privacy measures:
- Authentication and Transmission Security: Uses Auth0 for authentication and secures data in transit using Transport Layer Security (TLSv1.2+) protocols.
- Encryption and Access Control: Encrypts all data using the AES-256 standard.
- Customer Hosting Options: Offers the option to host assets on a preferred cloud platform, leveraging security features like signed URLs or delegated access.
- Least Privilege and Monitoring: Implements access controls aligned with best security practices and maintains comprehensive logs of access activities.
Who is Labellerr for?
Labellerr is designed for AI and machine learning teams across various industries, including:
- LLM
- Automotive
- Healthcare
- Security & Surveillance
- Agritech
- Retail
- Biotechnology
- Energy
- Sports Vision
- Manufacturing
It is particularly useful for those looking to scale their data pipelines, reduce data preparation costs, and accelerate the training of high-quality machine learning models.
Why Choose Labellerr?
Choosing Labellerr means opting for a solution that provides high-quality data labeling with efficiency and accuracy. The platform's automated features, comprehensive support, and robust security measures make it a standout choice for AI teams aiming to optimize their data preparation workflows and achieve superior model performance. User testimonials highlight Labellerr's ability to significantly reduce project timelines and provide accurate labels, making it a highly recommended partner for AI labeling needs.
Labellerr helps AI teams to prepare Vision/NLP/LLM models 10x faster and ensures AI deployment readiness with its data pipeline ease.
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