Create training datasets for machine learning models with our fully managed solution. Ent.AI helps the most innovative companies in the world build their own AI / ML solutions.
Video & Image Annotation
Label or categorize videos and images at scale
Text & Document Annotation
Extract structured text from documents and text data
3D Point Cloud Annotation
Label 3D data from LiDAR, Radar, and all major sensors
We generate the highest accuracy training datasets through our distributed platform of 2M+ contributors. We collect raw data from various public and proprietary sources and structure it for your company’s specific needs.
Organize your media with discrete categories
Identify items of interest with one or many bounding boxes
Like bounding boxes, but with additional precision
Annotate objects with accurate width, depth, and height
Measure, yaw, pitch, and roll of an item of interest
Annotate timestamps in video and audio content
Annotate straight lines in an image
Classify each pixel of an image
Mark individual points in an image
Annotate freeform lines in an image
Transcribe text within an image or bounding box
How We Work
Project Manager Consultation
We assign a dedicated project manager to work with the client and understand how we can solve their data labeling challenges.
The client shares data labeling instructions so we can understand the desired final output, labeling nuances, edge cases, etc.
We create a project-based on the discussed guidelines. Our team also creates ground truth labels for every project to ensure that workers produce high-quality results.
We test the project with small samples of production data. This allows us to quickly tweak guidelines and project parameters before processing the full set of production data.
We deliver sample results to the client from the project iteration cycle. Once the client is happy with the sample results, we move to the production phase of data labeling.
We process the full set of production data per the final project specifications.
Final Data Delivery
Our engineering team packages and formats the final data per client specifications.
Autonomous Vehicle Startup
Use case: Produce training data for object perception models.
Source data: Car footage
Data labeling type: Bounding boxes, cuboids, categorizations, semantic segmentation, polygons.
Volume: 1M bounding boxes, 600K cuboids, 1.6M+ categorizations.
Outcome: The company was able to optimize its autonomous vehicles’ processing accuracy by significant margins. We surpassed expectations and the client is now working exclusively with us.
Global Reinsurance Company
Use case: Evaluate roof damage on different properties both from normal wear-and-tear and natural disasters.
Source data: Aerial images of roofs.
Data labeling type: Polygons, semantic segmentations.
Volume: 10K polygons, 6,000 semantic masks.
Outcome: The client was able to use the output to automate damage assessment and streamline the claims adjustment process.
Document Processing Company
Use case: Improve user experience and produce large training datasets capable of augmenting a model that could recognize and reflow elements on a page.
Source data: Document PDFs.
Data labeling type: Classifications, bounding boxes.
Volume: 400K+ fully-labeled pages with 20+ classes, 6.5M+ bounding boxes.
Outcome: The document company has used our data to develop a productionized, high-accuracy, deep learning model. This partnership now spans multiple teams and over 50 unique data labeling projects.
Every client is assigned a project manager who will ensure the data labeling process goes smoothly
Our 2M+ distributed workers generate tens of millions of labels every day with high accuracy
Engineered for Quality
We achieve best-in-class data quality by mandating consensus and high worker accuracy
Automated task routing and a globally distributed workforce allows us to be hyper-cost-effective
Labeled Items for Training
Items Labeled per Day
Ready To Get Started?
Ent.AI is short for Enterprise AI. Ent.AI is the de facto leader in the world of Enterprise AI. Whether you need data labeled, models built, or complete end-to-end AI strategy and solutions, Ent.AI is the perfect partner to accelerate your AI strategy.
Phone: (800) 577-2696
Email: [email protected]