Today over half the Fortune 100 builds with Roboflow.
Optimize Operations with Retail Data Labeling
Data labeling is essential in the retail industry for improving inventory management, enhancing customer insights, and automating checkout and shelf monitoring.
Inventory Management
Label products, shelves, and stock levels to enable AI-powered tracking, ensuring accurate inventory counts, reducing shortages, and optimizing restocking processes.
Customer Behavior Analysis
Use machine vision to analyze foot traffic, shopper interactions, and purchasing patterns, helping retailers optimize store layouts and improve customer experiences.
Automated Checkout
Train AI models to recognize products at self-checkout, detect scanning errors, and identify potential theft or fraudulent activity, enhancing security and operational efficiency.
Automate Retail Data Labeling with AI
Label products, shelves, customer behaviors, and inventory data quickly with a suite of AI-assisted annotation tools to augment human labeling or fully automate your data labeling pipeline.
Smart Polygon
Quickly create polygon annotations for with one click, powered by Meta AI's Segment Anything 2 model.
Label Assist
Use custom models for annotating images and reduce human labeling time by 95%.
Auto Label
Auto Label uses state-of-the-art foundation models to help you label thousands of images in minutes.
AI-Powered Dataset Management
Automatically locate edge cases, anomalies, and areas of low performance to improve the quality of your retail datasets.
Hue
Saturation
Blur
Pre-processing and Augmentation
Generate up to 50 augmented versions of each image in your dataset to improve model generalization.
class:
person
AND
tag:
helmet
class:
Include images with the given class
split:
Include images in the given split
tag:
Include images with the given tag
filename:
Match filenames containing the given string
sort:
Sort images
Dataset Search
Explore, visualize, filter, curate, and organize data to create the best dataset for your next training run.
All Splits
Train
Valid
Test
Search by class name
Helmet
871/1340
No Helmet
263/658
Dataset Analytics
Find insights in your data with built in analytics to understand where and how to improve your dataset
One Tool for Any Labeling Task
Automate your labeling pipeline or use AI-assisted tools for every type of computer vision project to efficiently build high quality datasets.
Easily scale in the cloud
Get extra computing power with Roboflow’s managed infrastructure or bring your existing cloud provider.
Automatically scale during busy periods
Ensure business continuity with load balancing
Push more compute intensive tasks to the cloud
Offload tasks to the cloud as necessary
Deploy AI wherever you need
Run on the platform of your choice – from air-gapped servers to cloud-connected cameras in your facility.
At the edge
Use our pre-built devices or bring your own. No internet connection required.
In the cloud
Leverage your existing cloud infrastructure or easily deploy with our hosted API.
Have a use case in mind? Are you curious how other retailers are using data labeling? Our team will help you start solving business problems on the first call.
