Guaranteed Task Completion Time
Enterprise-grade SLAs include task completion times and tasks can be rapidly scaled up and down to meet your requirements.
Products
Scale RapidThe fastest way to production-quality labels.
Scale StudioLabeling infrastructure for your workforce.
Scale 3D Sensor FusionAdvanced annotations for LiDAR + RADAR data.
Scale ImageComprehensive annotations for images.
Scale VideoScalable annotations for video data.
Scale TextSophisticated annotations for text-based data.
Scale AudioAudio Annotation and Speech Annotation for NLP.
Scale MappingThe flexible solution to develop your own maps.
Scale CatalogCreate, enrich, and enhance eCommerce data.
Scale Enterprise AIModels to support your business use cases.
Scale NucleusThe mission control for your data
Scale LaunchShip and track your models in production
Scale Document AITemplate-free ML document processing
Scale Content UnderstandingManage content for better user experiences
Scale InstantMLNext-day machine learning models, without ML expertise
Scale SpellbookThe platform for large language model apps
Scale SyntheticGenerate synthetic data
Solutions
Retail & eCommerce
Defense
Logistics
Autonomous Vehicles
Robotics
AR/VR
Document Processing
Content & Language
Resources
Resource Library
Blog
Events
Open Datasets
Interviews
Documentation
Guides
Customers
Pricing
Conference
AI Readiness Report 2022
Company
Video
The scalable annotation platform for videos.
Use Cases
Computer Vision & Classification
Detection & Tracking
Locate and identify objects of various classes and track them frame by frame.
• Product Identification
• Damage and Defect Detection
• Sports Analytics
Prediction & Planning
Understand relationships between objects and predict behavior and intent.
• Autonomous Vehicles and ADAS
• Autonomous Checkout
• Physical Security
Classification
Classify entire videos or events within videos with start and end timestamps.
• Search and Ad Relevance
• Topic Modeling
• Policy Enforcement
How it works
Easy to Start, Optimize and Scale
Bounding Box
Classification
Polygon
Cuboid
Annotate all the vehicles, pedestrians and traffic lights in the video.
1client.createVideoannotationTask({
2 callback_url: 'http://www.example.com/callback',
3 instruction: 'Annotate all the vehicles, pedestrians and traffic lights in the video.',
4 attachment_type: 'video',
5 attachment: 'http://example.com/video.mp4',
6 objects_to_annotate: ['person'],
7 },
8 (err, task) => {
9 // do something with task
10 }
11);Run Extraction
ML-Powered Data Labeling
Receive large volumes of high-quality annotated videos via ML-powered pre-labeling and active tooling such as smart interpolation and superpixel segmentation as well as ML-based quality checks.
Automated Quality Pipeline
Have confidence in the quality of annotated data. Quality assurance systems built into the product rapidly monitor and prevent errors. ML model confidence scores trigger varying levels and types of human review.
Data Input Flexibility
Submit videos as a distinct data type or as a sequence of images for annotation. Native video annotation is best suited for user-generated content, sports footage or any video combined with audio.
Multi-Modal Annotation Support
Jointly represent data to understand relationships between different modalities. Scale Video supports integration with audio, voiceovers, transcripts, and text in a single task to link different types of data inputs.
Comprehensive Label Support
Specify geometries for different classes (e.g. polygons for furniture, ellipses for plates). Combine geometries in a singular task and label for events (e.g. music playing) to enhance scene understanding.
Infinitely Long Tasks
Annotate hours-long videos to accurately track objects. Our advanced algorithms enable no limits on video length with tracking accuracy even for objects that leave the camera view for long periods of time.
“Scale AI has been a critical part of our AI development cycle: its powerful data platform fits into our data pipeline seamlessly providing efficient annotations for large volumes of data, its talented engineering and QA teams help delivering high quality of challenging data, and its customer operations team work very closely with us to help reaching our development goal successfully and smoothly.”
Fiona Hua
Lead Perception Engineer, Sea Machines Robotics
Enterprise Ready
Custom Annual Plans and SLAs
24/7 Development Support
Each enterprise customer is paired with a dedicated engagement manager who will ensure smooth on-boarding and continued data delivery.
Cost Effective
Enterprise engagements provide upfront and volume-based discounts, and is the most cost-effective solution for high-quality labels. Plus with Scale AI, there are no platform fees.
Quality Assurance
Best-In-Class Quality
Super Human Quality
Video tasks submitted to the platform are first pre-labeled by our proprietary ML models, then manually annotated and reviewed by highly trained workers depending on the ML model confidence scores. All tasks receive additional layers of both ML-based checks and human review.
The resulting accuracy is consistently higher than what a human or synthetic labeling approach can achieve independently.
