Best Image Recognition Software - Page 7

How Many Image Recognition Software Products Does G2 Track?

Total Products under this Category: 664

Category Stats (Sep 2026)

  • Average Rating: 4.42/5 (↓0.03 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Deepdream (+5.29%) - Among all products in this category, Deepdream recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Image Recognition Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 1,900+ Authentic Reviews
  • 664+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Image Recognition Software

G2 Grid® for Image Recognition Software plotting products by satisfaction and market presence

Highlighted products: Google Cloud Vision API, Roboflow, Claude, Video AI, Google Cloud AutoML Vision, Microsoft Computer Vision API, Deepdream, and Amazon Rekognition.

Underlying data: [Grid® JSON](https://www.g2.com/categories/image-recognition/grids.json?focus%5B%5D=google-cloud-vision-api&focus%5B%5D=roboflow&focus%5B%5D=claude-2025-12-11&focus%5B%5D=video-ai&focus%5B%5D=google-cloud-automl-vision&focus%5B%5D=microsoft-computer-vision-api&focus%5B%5D=deepdream&focus%5B%5D=amazon-rekognition)

Mphasis Scanned Document Tilt Correction

Scanned documents sometimes can have pages with wrong alignment. This can create challenges while processing of documents viz. OCR, ICR, Text extraction, image-based ML/AI modelling, etc. This solution incorporates statistical models which identify angle of tilt based on textual orientation, position of text relative to page boundaries and text clusters and corrects the alignment / tilt of the pages. This enables OCR / ICR engines to achieve higher accuracy and improves the subsequent text extraction pipelines.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Mphasis Scanned Document Tilt Correction?

  • Ease of Use: 6.7/10 (Category avg: 8.8/10)

Who Is the Company Behind Mphasis Scanned Document Tilt Correction?

  • Seller: Mphasis
  • Year Founded: 2007
  • HQ Location: Reston, VA
  • Twitter: @Stelligent
    1,106 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    14 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Do G2 Reviewers Say About Mphasis Scanned Document Tilt Correction?

AI-generated summary from verified user reviews

Cons
  • Users often face maintenance issues, as the software can occasionally freeze and requires a relaunch.
  • Users often face slow performance, as the software occasionally freezes and requires restarting to continue processing documents.

What Are Recent G2 Reviews of Mphasis Scanned Document Tilt Correction?

OpenFace

OpenFace is a Python and Torch implementation of face recognition with deep neural networks and is based on the CVPR 2015

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind OpenFace?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of OpenFace?

Osaro

At Osaro, we're creating AI software that combines state-of-the-art perception with powerful adaptive decision-making abilities to help computer and robotic systems act efficiently and intelligently.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Osaro?

  • Object Detection: 10.0/10 (Category avg: 8.8/10)
  • Ease of Use: 10.0/10 (Category avg: 8.8/10)
  • Custom Image Detection: 10.0/10 (Category avg: 8.5/10)
  • Bounding Boxes: 10.0/10 (Category avg: 8.3/10)

Who Is the Company Behind Osaro?

  • Seller: Osaro
  • Year Founded: 2015
  • HQ Location: San Francisco, US
  • Twitter: @OsaroAI
    764 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    77 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Osaro?

Pilot AI

Pilot AI is a drop-in neural network solution for computer vision applications. The platform handles data ingestion, data labeling, model training, and on-camera applications ranging from object detection to a multitude of analytics packages that all run in real-time on even the most compute-constrained cameras.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Pilot AI?

  • Ease of Use: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Pilot AI?

  • Seller: Pilot AI
  • Year Founded: 2017
  • HQ Location: Irvine, California, United States
  • LinkedIn® Page: www.linkedin.com
    251 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Pilot AI?

PixLab

PixLab is a Machine learning SaaS platform which offer computer vision and media processing APIs for developers/designers looking to implement intelligent code for their apps. PixLab is built with the following features:

  • Over 130 Machine Vision & Media Processing API endpoints.
  • State-of-the-art Optical character recognition, face detection, facial landmarks extraction, Real-time object & user recognition.
  • 1TB of media storage served from a highly available CDN over SSL.
  • NSFW content classification & filtering.
  • API for official documents (passports, ID cards) scanning.
  • AWS S3 Integration & highly available technical support.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate PixLab?

  • Object Detection: 8.3/10 (Category avg: 8.8/10)
  • Ease of Use: 6.7/10 (Category avg: 8.8/10)
  • Custom Image Detection: 8.3/10 (Category avg: 8.5/10)
  • Bounding Boxes: 8.3/10 (Category avg: 8.3/10)

Who Is the Company Behind PixLab?

  • Seller: Pixlab
  • Year Founded: 2017
  • HQ Location: Houston , US
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of PixLab?

SpeedSize AI-Media Optimization

SpeedSize neuroscience-powered AI analyzes your images and videos to eliminate the data the human brain cannot perceive, then recreates it in identical quality - but smaller in size - and delivers the optimal file for each website visitor. Upgrade your website's product presentation to 4k-quality images and auto-play videos without slowing down your website.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate SpeedSize AI-Media Optimization?

  • Ease of Use: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind SpeedSize AI-Media Optimization?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of SpeedSize AI-Media Optimization?

Squirrel

SQUIRREL is a SaaS platform empowered with Artificial Intelligence, Computer Vision, and Data Analytics that provides your enterprise with the ability to Sense, Analyze and Control many aspects of the physical world digitally. In the real world, it means granular control of inventory, improved demand planning, and a tighter supply chain.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Squirrel?

  • Ease of Use: 6.7/10 (Category avg: 8.8/10)

Who Is the Company Behind Squirrel?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Squirrel?

360 facevision

360 FaceVision, developed by Axix Technologies, is an advanced AI-powered facial recognition attendance system designed to revolutionize workforce management. By integrating cutting-edge technology with user-friendly interfaces, it offers swift and accurate attendance tracking, enhancing operational efficiency and security across various organizational settings. Key Features and Functionality: - Smart Interface: Intuitive touch screen interface ensures easy navigation and interaction. - Rapid Recognition: Lightning-fast AI-based face recognition technology provides swift and accurate attendance tracking. - Seamless Integration: Easily integrates with existing management software systems, minimizing operational disruptions. - Shifts Management: Efficiently handles multiple shifts without conflicting attendance data, offering flexibility for diverse work schedules. - Centralized Access: Single-window operation provides multi-branch access control, simplifying administrative tasks. - Real-Time Transmission: Organizational servers receive attendance and related data in real time, enabling immediate access to up-to-date information. - Role-Specific Consoles: Tailored consoles for employers, managers, and employees deliver role-specific functionalities, streamlining user experience. - Efficient Reporting: Robust reporting system enables comprehensive tracking of organizational efficiency and attendance metrics. - Customized Policies: Offers complete flexibility to customize HR policies and organizational rules according to specific requirements. - Payroll Management: Streamlines management of leaves, loans, bonuses, overtime, and payroll tasks, ensuring hassle-free processing. - Remote Access Control: Empowers flexible working arrangements with secure management of employee access from remote locations. - Data Security: Implements advanced measures to enhance data secrecy, ensuring confidentiality and integrity of sensitive information. - High Capacity: Manages over 500,000 facial recognition data entries, catering to diverse organizational sizes. - Secure Cloud Storage: Utilizes cloud-based systems for advanced data security, ensuring protection, accessibility, and redundancy. Primary Value and Solutions Provided: 360 FaceVision addresses the critical need for efficient and secure attendance management in organizations. By automating attendance tracking through AI-driven facial recognition, it eliminates manual errors, reduces administrative workload, and enhances overall security. The system's real-time data transmission and comprehensive reporting capabilities empower management with immediate insights, facilitating informed decision-making. Its scalability and customization options make it suitable for organizations of various sizes and structures, ensuring adaptability to specific operational needs.

Who Is the Company Behind 360 facevision?

36ZERO Vision

36ZERO Vision is an AI-powered, software-defined visual quality inspection solution designed to revolutionize manufacturing quality control. By leveraging advanced artificial intelligence and deep learning algorithms, it enables manufacturers to detect defects, anomalies, and missing parts with unparalleled accuracy and efficiency. The platform is hardware-agnostic and requires no coding expertise, making it accessible and easy to implement across various industries and production setups. Key Features and Functionality: - No-Code, Self-Service Platform: Users can set up and train the AI without any programming skills, facilitating quick deployment and ease of use. - Hardware-Agnostic Integration: Compatible with existing camera hardware, including smartphones and industrial cameras, allowing seamless integration into both new and existing production lines. - Deep Learning-Based Error Detection: Utilizes advanced algorithms to identify defects, anomalies, and missing components at a pixel level, ensuring high precision in quality inspections. - Efficient Training with Minimal Data: Achieves high accuracy with as few as five annotated images, significantly reducing the time and resources required for model training. - Continuous Improvement: The system learns and adapts over time through human feedback, enhancing its performance and reliability in dynamic manufacturing environments. Primary Value and Problem Solved: 36ZERO Vision addresses the challenges of traditional quality control methods, which often rely on manual inspections or rigid, hardware-dependent systems prone to errors and inefficiencies. By providing a flexible, AI-driven solution, it enables manufacturers to: - Reduce Errors and Recalls: Minimize the number of defective products leaving the factory, thereby decreasing recall rates and associated costs. - Enhance Productivity: Automate the quality inspection process, allowing human resources to focus on more strategic tasks and improving overall operational efficiency. - Adapt to Changing Conditions: Quickly adjust to new products or production changes without the need for extensive reconfiguration or additional hardware investments. By integrating 36ZERO Vision, manufacturers can achieve higher quality standards, reduce operational costs, and maintain a competitive edge in the rapidly evolving industrial landscape.

Who Is the Company Behind 36ZERO Vision?

3VR

3VR is a video technology and data company that solves the challenges associated with video searchability, allowing customers to rapidly gather real-time intelligence from the unstructured video data that is produced by a single camera or a global network of cameras.

Who Is the Company Behind 3VR?

  • Seller: Identiv
  • Year Founded: 2007
  • HQ Location: Santa Ana, California, United States
  • Twitter: @IdentivInc
    6,286 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    78 employees on LinkedIn®
  • Ownership: NASDAQ:INVE

5C Network

5C Network builds and operates AI-native radiology systems for hospitals, diagnostic centres, imaging networks, and radiology groups. Its medical imaging models, clinical reasoning models, and specialized AI agents pre-read scans, reason across findings and available clinical context, help radiologists create reports, check reports for potential errors, prioritize urgent studies, assign cases to appropriate radiologists, and return completed reports to healthcare providers. 5C uses these systems to deliver its own radiology services and also provides the underlying AI and software infrastructure to healthcare organisations operating their own radiology services. The same system can therefore support a 5C-managed teleradiology service, an in-house radiology department, or a distributed radiology group. Key capabilities include: AI pre-reading: Medical imaging models examine X-rays, CTs, MRIs, and other studies before or alongside the radiologist. They can identify and localize potential findings, make measurements, prioritize abnormalities, and prepare findings for review. Clinical reasoning: AI agents can relate multiple imaging findings to one another, use available clinical history and prior studies, consider differential diagnoses and clinical significance, and help construct the findings and impression of the report rather than returning only an isolated detection label. Voice-first reporting: Radiologists can communicate their interpretation naturally while reporting agents help convert it into a structured report, reducing repetitive typing, formatting, and movement between systems. Report quality checks: Independent AI agents review draft reports for possible omissions, contradictions, discrepancies, and other potential issues before the radiologist completes and signs the report. Case assignment and delivery: Software agents prioritize urgent studies, match cases to radiologists by modality and subspecialty, monitor turnaround time, and return signed reports to the requesting hospital or diagnostic centre. Radiologists remain responsible for clinical interpretation and final sign-off. AI agents pre-read, reason, draft, check, prioritize, and assign; radiologists confirm, correct, or add to their output. Those corrections can then provide feedback for subsequent model improvement. 5C is designed to work with existing PACS and RIS environments. Its goal is to reduce the repetitive and administrative parts of radiology reporting so radiologists can spend more of their time looking at images, reasoning about the case, and communicating the diagnosis.

Who Is the Company Behind 5C Network?

  • Seller: 5C Network
  • Year Founded: 2016
  • HQ Location: Bengaluru South, IN
  • LinkedIn® Page: www.linkedin.com
    258 employees on LinkedIn®

A2D

A2D is an innovative solution that transforms inspection data into actionable maintenance decisions by creating high-precision 3D digital twins of structures. Leveraging advanced photogrammetry, artificial intelligence, and automated processing, A2D enables rapid detection of structural defects, allowing for preventive maintenance and significant cost savings. Key Features and Functionality: - Automated Data Collection: Utilizes various sensors, including cameras and LiDAR, for comprehensive and accurate data acquisition. - AI-Powered Defect Detection: Employs artificial intelligence to identify and geolocate structural anomalies with millimetric precision. - 3D Digital Twin Visualization: Generates detailed 3D models of structures, highlighting detected defects for easy analysis. - Rapid Processing: Delivers a complete diagnostic report within 24 hours for structures up to 10,000 m². - Real-Time Monitoring: Offers real-time anomaly detection through continuous video stream analysis. Primary Value and Solutions Provided: A2D addresses the challenges of traditional structural inspections by offering a faster, safer, and more accurate method for assessing the health of infrastructures. By enabling early detection of potential issues, A2D helps prevent costly emergency repairs, reduces operational downtime, and enhances the safety of maintenance teams. Its solutions are applicable to various structures, including bridges, tunnels, buildings, and industrial facilities, providing stakeholders with reliable data to make informed maintenance decisions.

Who Is the Company Behind A2D?

  • Seller: A2D
  • Year Founded: 2017
  • HQ Location: La Rochelle, FR
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

a2z Radiology AI

a2z Radiology AI is a pioneering medical technology company dedicated to enhancing radiological diagnostics through advanced artificial intelligence solutions. Their flagship product, a2z-Unified-Triage, is an FDA-cleared AI system designed to simultaneously detect and prioritize seven critical conditions in abdomen-pelvis CT scans. This innovative approach streamlines radiology workflows, enabling faster identification and treatment of urgent cases. Key Features and Functionality: - Multi-Condition Detection: a2z-Unified-Triage identifies seven acute conditions in a single pass: small bowel obstruction, acute cholecystitis, acute pancreatitis, acute diverticulitis, hydronephrosis, free air, and unruptured abdominal aortic aneurysm. - Rapid Triage: The system flags suspected emergencies within minutes, elevating them to the top of radiologists' worklists to expedite patient care. - Seamless Integration: Designed for real-world radiology workflows, the AI system integrates smoothly with existing clinical imaging systems without altering original images. - High Accuracy: Clinical performance testing demonstrated sensitivity and specificity exceeding 80% for all seven targeted findings, ensuring reliable detection across diverse patient demographics and imaging parameters. Primary Value and User Benefits: a2z-Unified-Triage addresses the growing demand for efficient radiological assessments amid increasing imaging volumes. By automating the detection of multiple urgent conditions, it reduces radiologists' workload, minimizes reporting times, and enhances diagnostic confidence. This leads to quicker decision-making and improved patient outcomes, particularly in emergency settings where timely intervention is critical. The system's ability to prioritize high-risk cases ensures that patients with acute conditions receive prompt attention, ultimately saving lives and optimizing healthcare resources.

Who Is the Company Behind a2z Radiology AI?

Accord.NET Framework

Accord.NET Framework is a .NET machine learning framework combined with audio and image processing libraries completely written in C#, it is a framework for building production-grade computer vision, computer audition, signal processing and statistics applications even for commercial use

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Accord.NET Framework?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Accord.NET Framework?

What Are G2 Users Discussing About Accord.NET Framework?

Actuate

Actuate is a New York-based AI company specializing in computer vision software for remote video guarding. Through advanced AI and machine learning algorithms, Actuate delivers superior security solutions that enhance monitoring, threat detection, and operational efficiency across various industries.

Who Is the Company Behind Actuate?

  • Seller: Actuate
  • Year Founded: 1993
  • HQ Location: San Mateo, CA
  • LinkedIn® Page: www.linkedin.com
    705 employees on LinkedIn®
  • Ownership: NASDAQ: BIRT
  • Phone: 650-645-3000
Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 9, 2026