AI Applications in Retail

Image and Video annotation for AI applications in Retail

Keymakr is an expert in providing annotations and creating training datasets for retail AI applications.

We specialize in custom-made training datasets for machine learning models and computer vision AI. We work with any type of video or imagery data.

AI in retail has the potential to revolutionize the shopping experience by reducing workloads for staff, aiding loss prevention and improving the customer experience.
Keymakr’s experienced managers and innovative annotation platform can ensure that AI retail solutions reach their full potential.

RETAIL VIDEO AND IMAGE ANNOTATION TYPES

We can create bespoke annotation types based on your specific requirements. Our proprietary annotation platform features the full range of annotation techniques, including image
segmentation. Our skilled annotators are familiar with all annotation tools and are capable of delivering high quality data for your artificial intelligence retail solutions.

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BOUNDING BOXES

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ROTATED BOUNDING BOXES

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CUBOID ANNOTATION

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POLYGON Annotation

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SEMANTIC SEGMENTATION

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SKELETAL ANNOTATION

OUR SERVICES FOR RETAIL COMPANIES INCLUDE

icon8 Retail annotations are performed by our in-house employees - trained professional annotators

icon8 Retail training data sets go through 4 layers of quality control to ensure the highest quality results

icon8 All retail annotations can have different precision levels up to “pixel-perfect”

COMMON USE CASES FOR THE RETAIL TRAINING DATASETS WE CREATE:

LOSS PREVENTION – SMART CHECKOUT

icon8 Smart checkouts are an important part of the robotization of stores. They have the potential to minimise theft by monitoring checkouts in real time and providing security staff with information

icon8 Accurately monitoring each item passing through the checkout requires pixel perfect image annotation in training data sets

Supermarket image annotation example
Supermarket data annotation Supermarket image annotation example

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Image Annotation for Retail Stores
Retail Store Image Annotation for Retail Stores

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REAL-TIME VIEW OF STORE AND FIELD PERFORMANCE

icon8 Receive real-time situational alerts about what’s happening on the shelf, like missing products or empty spaces

icon8 Identifying low shelf share in the store

icon8 Inventory management

icon8 Planogram improvements

icon8 Instance segmentation annotation powers this technology by allowing AIs to distinguish between individual items

SENTIMENT ANALYSIS

icon8 Analyze facial expressions to understand customer sentiment towards the promotions and products on shelves

icon8 This promising use case of machine learning in retail is made possible by video annotation with skeletal annotation techniques

icon8 Keymakr’s annotation platform allows video footage to be annotated accurately and efficiently

SENTIMENT ANALYSIS
ANALYZING IN-STORE TRAFFIC

ANALYZING IN-STORE TRAFFIC

icon8 Map shoppers’ paths around the store to optimize the placement of products and promotions

icon8 Capture rate of pass-by traffic and measure how many shoppers walked through the store, and measure which promotions capture engagement

FACE RECOGNITION

icon8 Identify regular customers, and reward loyal customers

icon8 Remember customer’s purchasing history and preferences, and make personalized product recommendations

icon8 Facial recognition technology is made possible with key point annotation that identifies facial features in AI training images

icon8 Professionally managed teams can annotate video and image data of customer expressions to pixel-perfect levels of detail

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