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Ranked on the record · 28 apps

Best Image Recognition Software 2026

Every product here is ranked by Samsung Mobile US Press's record score: what its maker publishes about it, where it runs (Android first), whether it is free to try, and how recently the facts were read.

01

Retriever may suit teams working in parking, enforcement, law enforcement, tolls and traffic, fleets, logistics, retail, or automotive.

Free plan Free trial From $2,500 a year AndroidiPhone & iPadWebWindowsMacLinux+2
02

Face++

AndroidiPhone & iPadWeb+3
Record5.9 Visit
03

CompreFace

It suits teams needing self-hosted face-recognition APIs across Windows, macOS, Linux, or cloud environments.

WebWindowsMac+3
Record5.6 Visit
04

Roboflow

Roboflow is intended for developers and enterprises building computer vision applications.

AndroidiPhone & iPadWeb+4
Record5.3 Visit
05

Supervisely

The Community plan is described for open-source projects, individuals, ML researchers, and small teams.

WebAPISelf-hosted
Record5.0 Visit
6
Imagga API

It suits developers and businesses building image analysis into cloud or on-premise applications.

WebAPISelf-hosted $79 a month Record4.9 Visit
7
Google Cloud Vision API

The API is intended for developers seeking prebuilt vision features to integrate into applications.

WebWindowsMac+2 $0.60 usage-based Record4.8 Visit
8 WebAPISelf-hosted $49 a month Record4.8 Visit
9
LandingLens

LandingLens suits teams building image-based computer vision models, from a single production line to work across multiple locations and teams.

WebWindowsAPI+1 Free plan Record4.7 Visit
10
Nyckel

It suits developers and teams that need hosted prediction endpoints, feedback-based model improvement, or object and image analysis.

WebAPI $149 a month Record4.7 Visit
11
Syte

Syte suits brands and retailers that want image-led product discovery, catalog tagging, and recommendation tools for eCommerce.

AndroidWebAPI $2,000 a month Record4.7 Visit
12
ViSenze

ViSenze suits online retailers looking to add product search and recommendations to shopping experiences.

AndroidiPhone & iPadWeb+1 — Record4.7 Visit
13 WebAPISelf-hosted Free plan Record4.5 Visit
14
Ultralytics Platform

Ultralytics Platform suits individuals getting started with dataset annotation and model workflows, as well as professionals, small teams, and organizations with…

WebAPISelf-hosted $29 a month Record4.5 Visit
15 WebWindowsMac+3 Free plan Record4.3 Visit
16
Clarifai Visual Search

It suits retailers and teams building image-based discovery, recommendations, or visual search.

WebAPISelf-hosted — Record3.7 Visit
17 WebAPISelf-hosted — Record3.7 Visit
18 AndroidiPhone & iPadWindows+2 — Record3.1 Visit
19 Linux Free plan Record2.8 Visit
20 Linux Free plan Record2.8 Visit
21 Linux Free plan Record2.8 Visit
22 Web $300 a month Record2.7 Visit
23 Web — Record2.5 Visit
24 Web — Record2.5 Visit
25 Web — Record2.3 Visit