Polygons
Human-powered polygon annotation for both irregular shaped and coarse object training data in images and video.
Use Cases
Scale turns your unannotated images into annotated images with bounding polygons around objects of interest.
Self Driving Cars
Our tools and workforce are trained to draw and label bounding polygons such as “car”, “stop sign”, “cyclist”, or “person” to power the future of autonomous vehicles.
Robotics
Computer vision enables robotics to tackle new horizons in manufacturing, energy and health-care.
Drones
2D polygon bounding labels teach drones to identify pools, rooftops, trees and more.
How It Works
Send image or sensor data through our simple API and receive annotated and labeled ground truth data.
Create Free Account"Bound and label all cars in each image."
client.createPolygonannotationTask({
'instruction': 'Draw a tight polygon around every **pool** in the image.',
'attachment': 'http://i.imgur.com/XOJbalC.jpg',
'objects_to_annotate': ['pool'],
'with_labels': true
}, (err, task) => {
// do something with task
});
Scale Helps You Move Faster
We combine humans with machine learning to provide a flexible and scalable solution for impeccable ground truth training data at low cost and lightning quick turn-around.
Integrated with Machine Learning
We apply machine learning in a multitude of ways to make our workforce more efficient and ensure impeccable quality and accuracy.
Impeccable Quality
We have built out sophisticated quality assurance processes with in-house specialists to ensure we only produce quality results even at large scales.
Powerful, Beautiful Interfaces
Our optimized interfaces allow our Scalers to be accurate, productive, and successful while working with complex and unintuitive 3D data.
Customer QA
Our customers get access to the same interfaces we use internally to be able to inspect and assure quality on our results. We make it easy to check our work.
Customer Success Engineering
Each customer is paired with a dedicated customer success engineer who ensures smooth integration and service.
Built for Scale
We process millions of tasks each month and are built to rapidly scale up and down to meet your requirements.
Scale is Trusted by World Class Companies
We already support machine learning for some of the biggest autonomous vehicle and computer vision companies in the world.
Contact Sales“Scale has a team of very talented engineers who really understand the problems in training machine learning models, of data annotation, and of data quality.”
Read Customer CaseOliver CameronCofounder
Read Article“Scale is basically providing the ground truth for our perception systems. It’s a very, very critical piece for us to develop.”
Anantha KancherlaHead of Self Driving Software
“Scale’s outstanding agility, tooling, scalability and quality made them our preferred partner and the natural choice for the nuScenes project.”
Oscar BeijbomMachine Learning Lead
“Scale is a critical part of our stack, providing both software & trained resources to label our LIDAR and camera data with extremely high quality. When the team comes to me with new projects, I’m always confident that Scale will meet our needs & timelines.”
Read Customer CaseBrandon MoakChief Technology Officer
“Scale makes it easy to focus on developing leading self-driving technology rather than the operations of labeling data. The Scale platform provides the technology and operations to power our machine learning development and is our trusted training data solution.”
Jack GuoSoftware Engineer
