Ai - powered retail scale displaying fresh lemons, with a digital screen showing the price “lemon 5$/lb

iScale — AI Recognition for Retail Scales

iScale upgrades traditional retail scales with AI recognition for fresh and bulk products. Designed for scale manufacturers, weight software providers, and retailers seeking smarter weighing.

Recognizes a Wide Range of Product Categories

Vegetables

Fruits

Seafood

Dry Goods

Bulk Snacks

Barcoded

Quick and Easy New Product Training

Unlike many Vision algorithms that require time-consuming image collection and cloud training, iScale uses on-device AI to train new products on the spot. No experts, no extra steps—just quick, easy training during real use. Designed for modern retailers, iScale simplifies setup and adapts fast, making it the smart AI retail scale choice for dynamic environments.

Retail scale with ai guidance, prompting to place goods on platform, fresh produce around
Step1

Place the item on the iScale based retail scale. The AI system instantly captures an image.

Ai - powered retail scale confirming broccoli identification with fresh produce in background
Step 2

Use the search bar to find the product by name or code. Select it to link the AI image with product data.This completes a new product training on the retail scale.

AI Across Multiple Platforms

No Matter Your Retail Scale — AI for Windows, Android & Linux platforms

Windows SDK

Android SDK

Linux SDK

iScale hardware requirements

Android

Windows

Android

RK3288 or higher

2GB RAM

16GB Storage

J1900 or higher

2GB RAM

64GB Storage

720p or higher

30 fps or higher

AI Recognition in Just 0.1 Seconds

Powered by cutting-edge AI vision technology, iScale delivers ultra-fast product recognition in as little as 0.1 seconds.

Even running on standard, everyday chips, it maintains exceptional speed in real-world retail environments, ensuring reliable and smart performance without the need for specialized hardware.

Smarter with Every Use: 99.5% Accuracy

iScale deliver 99% accurate AI recognition for retail scales. Optimized across business and tech, our solution achieves this high accuracy from the start.

Better yet, it self-learns locally. Accuracy improves with use, scaling effortlessly with your retail operations. Experience smarter AI for retail success.

Instant Setup for Convenience Stores,Supermarkets & More

Transparent plastic bag containing fresh red apples, relevant to retail produce display. Could be weighed on an ai - powered retail scale for sales.

iScale can see through the packaging and accurately identify what’s inside, even when products are packed in transparent or semi-transparent bags,

Two red apples with labels: ‘class a’ and ‘class b’, representing product grading in retail. Suitable for ai - assisted quality checks on an iscale based retail scale.

iScale uses AI to recognize small differences between look-alike products—like two nearly identical apples with different labels.

Ai - powered iscale: pre - trained database with 200 fresh items and 2000 snack types in retail inventory algorithm

iScale supports both one-PLU-to-one-product recognition and one-PLU-to-multiple-product variation recognition.

Visual explanation for: one plu for a single product (cookies) and one plu for many products (colorful candies), crucial for retail pricing. Relevant to ai - enabled iscale retail scale operations.

iScale Pre-Trained with an AI database of 200 fresh food items and 2,000 snack types.

Edge Recognition & Cloud Updates

AI Vision Solutions Built for Real-World Retail

iScale is an AI-powered solution for retail scales, built to work even when the internet doesn’t.
It supports offline product recognition and new item training, making it a reliable solution for stores with poor or unstable network environments.

No cloud dependency. No delays. Just fast, smart performance—anytime, anywhere.

Cloud Computing – End to End Updates

iScale enables end-to-end AI training data synchronization through both local networks and the internet. Once a new item is trained on one device, the data can be easily shared across other terminals and store locations.

This makes iScale the perfect AI retail scale solution for multi-device setups and chain store expansion. 

Plays Nice with Any Retail Back-End

Our iScale algorithm software supports both smart upgrades for legacy scale and intelligent enablement for new scale.

It is compatible with various scale models, requires minimal chip performance, and supports major operating systems

A retail scale with a label on the screen

AI for Label Scale

This AI-powered label scale is designed to identify products quickly and print price labels after recognition.

It’s ideal for large supermarkets where weighing and checkout are handled separately. It also supports pre-packaging workflows

A cash register with a banana on the screen

AI for Checkout Scale

This integrated AI checkout scale combines product recognition, weighing, and payment into a single flow—eliminating the need for price label printing and weighting staff.

It’s ideal for scenarios where weighing and checkout are integrated, such as in neighborhood stores and convenience stores.

Find More Solutions

Get more retail AI solutions for your business

Ai - enabled retail solution alert: device shows ‘miss scan’ error, highlighting checkout system monitoring in retail settings

iDetector,AI-powered detecting solution designed for self-checkout and POS vendors, offering as plug-in or SDK with a camera to enable effective AI fraud detection and loss prevention.

Ai - powered retail solution: digital human service kiosk in a luxury bag store, enhancing shopper experience

iHuman,AI-powered digital human solution that enables real-time, human-like interaction on self-service kiosks, enhancing customer engagement and experience.

Ai visual solution: smart food checkout identifying croissants, streamlining in - store payment process

iCanteen,AI-powered vision solution that enables fast and accurate AI food checkout experiences for the Cafeteria and bakery industry.