# Top Free Data Labeling Software

## How Many Data Labeling Software Products Does G2 Track?

**Total Products under this Category:** 116

### Category Stats (Jul 2026)

- **Average Rating:** 4.49/5 (↓0.02 vs Jun 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Datature (+0.08%) - Among all products in this category, Datature recorded the largest rating increase compared to last month

_Last updated: July 31, 2026_

## How Does G2 Rank Data Labeling Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 1,800+ Authentic Reviews
- 116+ 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 Data Labeling Software
 ![G2 Grid® for Data Labeling Software plotting products by satisfaction and market presence](https://www.g2.com/categories/data-labeling/grids.png?focus%5B%5D=125020&focus%5B%5D=128515&focus%5B%5D=168222&focus%5B%5D=78925&focus%5B%5D=87452&focus%5B%5D=142739&focus%5B%5D=126287&focus%5B%5D=1563734)

Highlighted products: Roboflow, SuperAnnotate, Encord, Labelbox, Amazon Sagemaker Ground Truth, Sama, V7 Darwin, and Outlier AI.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-labeling/grids.json?focus%5B%5D=roboflow&focus%5B%5D=superannotate&focus%5B%5D=encord&focus%5B%5D=labelbox&focus%5B%5D=amazon-sagemaker-ground-truth&focus%5B%5D=sama&focus%5B%5D=v7-darwin&focus%5B%5D=outlier-ai-outlier-ai)

**Sponsored**

### Gemini Enterprise Agent Platform

Google Cloud's comprehensive platform for developers to build, scale, govern and optimize agents and models. It's a single destination for technical teams to build agents that can transform enterprise applications and workflows into powerful agentic systems.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=2361&secure%5Bchosen_at%5D=2026-08-01T01%3A41%3A37Z&secure%5Bdisplayable_resource_id%5D=2361&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=2361&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=21469&secure%5Bresource_id%5D=2361&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-labeling%2Ffree%3Fopen_modal_url%3D%252Fproducts%252Fimerit-ango-hub-multimodal-ai-platform%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fdata-labeling%25252Ffree%2526source%253Dcategory&secure%5Btoken%5D=8e5746fae1b114d2c0580b8739794391d2d8c2d72833b080b099b378bb1c772e&secure%5Burl%5D=https%3A%2F%2Fcloud.google.com%2Fproducts%2Fgemini-enterprise-agent-platform%3Futm_source%3DG2%26utm_medium%3Ddisplay%26utm_campaign%3DCloud-SS-DR-GCP-1713658-GCP-DR-NA-US-en-G2-Display-Banner-All-%2525epid%21-%2525ecid%21-geap%26utm_content%3D%257Bdevice%257D-%257Badgroupid%257D-%257Bnetwork%257D-%257Btargetid%257D-%257Bloc_physical_ms%257D-%257Bcampaignid%257D&secure%5Burl_type%5D=custom_url)

### [SuperAnnotate](https://www.g2.com/products/superannotate/reviews)

SuperAnnotate bridges the gap between cutting-edge AI innovation and the high-quality human data that powers it - helping advanced AI teams build more intelligent models. With a global network of thousands of rigorously vetted experts, ethical and scalable managed operations, precise talent matching, and purpose‑built technology, SuperAnnotate delivers full project visibility and unmatched data quality. SuperAnnotate powers complex annotation, evaluation, and reinforcement learning workflows to build, evaluate and align frontier AI. Trusted by innovators like Databricks, IBM and ServiceNow - and backed by NVIDIA, Dell Technologies Capital, Databricks Ventures, Cox Enterprises, and Lionel Messi’s Play Time VC - SuperAnnotate enables the world’s top AI teams to build responsible and state‑of‑the‑art models with human data.

**Average Rating:** 4.8/5.0

**Total Reviews:** 353

#### How Do G2 Users Rate SuperAnnotate?

- **Labeler Quality:** 9.6/10 (Category avg: 8.9/10)
- **Object Detection:** 9.4/10 (Category avg: 8.9/10)
- **Data Types:** 9.5/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.5/10 (Category avg: 8.8/10)

#### Who Is the Company Behind SuperAnnotate?

- **Seller:** [SuperAnnotate](https://www.g2.com/sellers/superannotate)
- **Company Website:** superannotate.com
- **Year Founded:** 2018
- **HQ Location:** San Francisco, CA
- **Twitter:** @superannotate  
720 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ed4d3a394b0ca2eaac6c63041f9bd1bf14ee26538d356cd977a2b0f50c15f4d1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F18999422%2F&secure%5Burl_type%5D=linkedin_company_website)  
361 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Student, Data Trainer
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 57% Small, 23% Medium

#### What Do G2 Reviewers Say About SuperAnnotate?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **intuitive interface** of SuperAnnotate, making large-scale annotation projects easy to manage and efficient.
- Users appreciate the **user-friendly interface** of SuperAnnotate, which enhances the efficiency and accuracy of their annotation tasks.
- Users value the **annotation efficiency** of SuperAnnotate, enabling quick, consistent, and high-quality annotations across diverse projects.
- Users commend the **efficiency** of SuperAnnotate, appreciating the time saved and the streamlined annotation process.
- Users value SuperAnnotate for its **high-quality annotations** , ensuring consistent and efficient collaboration and management of projects.

##### Cons

- Users notice **performance issues** with SuperAnnotate, particularly related to loading times and occasional technical glitches.
- Users experience **slow performance** with SuperAnnotate, particularly during image cropping and handling large projects.
- Users find the **difficult learning** curve for advanced features challenging, impacting their overall experience with SuperAnnotate.
- Users find the **complexity of the platform** daunting, particularly for new users navigating advanced features.
- Users find a **lack of guidance** in SuperAnnotate, making it challenging for newcomers to navigate advanced features effectively.

#### What Are Recent G2 Reviews of SuperAnnotate?

**["Easy-to-Use Data Organization and Powerful Image-Splitting Tools"](https://www.g2.com/survey_responses/superannotate-review-13146852)**

**Rating:** 5.0/5.0 stars

_— Doniaa K._

[Read full review](https://www.g2.com/survey_responses/superannotate-review-13146852)

**["Streamlines Annotation with an Easy Setup and Strong Support"](https://www.g2.com/survey_responses/superannotate-review-12584940)**

**Rating:** 4.0/5.0 stars

_— Nada A._

[Read full review](https://www.g2.com/survey_responses/superannotate-review-12584940)

#### What Are G2 Users Discussing About SuperAnnotate?

- [What is your experience with SuperAnnotate for data annotation, and what would you like to see improved?](https://www.g2.com/discussions/what-is-your-experience-with-superannotate-for-data-annotation-and-what-would-you-like-to-see-improved) - 1 comment
- [How do I annotate an image in OpenCV?](https://www.g2.com/discussions/how-do-i-annotate-an-image-in-opencv)
- [Is SuperAnnotate free?](https://www.g2.com/discussions/is-superannotate-free)
- [How do you use SuperAnnotate?](https://www.g2.com/discussions/how-do-you-use-superannotate)
- [What is SuperAnnotate?](https://www.g2.com/discussions/what-is-superannotate) - 1 comment, 2 upvotes

### [Roboflow](https://www.g2.com/fr/products/roboflow/reviews)

Roboflow a tout ce dont vous avez besoin pour créer et déployer des applications de vision par ordinateur. Plus de 1 000 000 utilisateurs d'entreprises de toutes tailles — des startups aux entreprises publiques — utilisent la plateforme de bout en bout de l'entreprise pour la collecte, l'organisation, l'annotation, le prétraitement, l'entraînement de modèles et le déploiement d'images et de vidéos. Roboflow fournit des outils pour chaque étape du cycle de vie du déploiement de la vision par ordinateur et s'intègre à vos solutions existantes afin que vous puissiez adapter votre pipeline pour répondre à vos besoins.

**Average Rating:** 4.7/5.0

**Total Reviews:** 155

#### How Do G2 Users Rate Roboflow?

- **Qualité de l’étiqueteuse:** 9.0/10 (Category avg: 8.9/10)
- **Détection d’objets:** 9.1/10 (Category avg: 8.9/10)
- **Types de données:** 8.7/10 (Category avg: 8.8/10)
- **Facilité d’utilisation:** 9.3/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Roboflow?

- **Vendeur:** [Roboflow](https://www.g2.com/fr/sellers/roboflow)
- **Site Web de l'entreprise:** roboflow.com
- **Année de fondation:** 2019
- **Emplacement du siège social:** Remote, US
- **Twitter:** @roboflow  
13,577 abonnés Twitter
- **Page LinkedIn®:** [www.linkedin.com](https://www.g2.com/fr/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=660f87d85fdd82e0f1cecfe2354a16103bb5a6f5508134496575ec655201678c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F36096640&secure%5Burl_type%5D=linkedin_company_website)  
137 employés sur LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Fondateur, Chercheur
- **Top Industries:** Logiciels informatiques, Recherche
- **Company Size:** 78% Small, 14% Medium

#### What Do G2 Reviewers Say About Roboflow?

_AI-generated summary from verified user reviews_

##### Pros

- Les utilisateurs apprécient l' **interface intuitive** de Roboflow, permettant une annotation efficace et une collaboration fluide pour les projets de vision par ordinateur.
- Les utilisateurs apprécient l' **efficacité** de Roboflow, louant sa gestion de données rationalisée qui permet de gagner du temps et de réduire les erreurs.
- Les utilisateurs apprécient l' **efficacité de l'annotation** de Roboflow, profitant d'une gestion de jeu de données rationalisée qui permet de gagner du temps et de réduire les erreurs.
- Les utilisateurs apprécient le **processus de labellisation des données facile** dans Roboflow, qui simplifie l'annotation et améliore la collaboration en équipe.
- Les utilisateurs apprécient les **fonctionnalités puissantes et polyvalentes** de Roboflow, qui améliorent les projets académiques et les tâches de vision par ordinateur.

##### Cons

- Les utilisateurs trouvent Roboflow **cher** , surtout pour les étudiants, car les fonctionnalités clés nécessitent des plans payants pour la confidentialité et la personnalisation.
- Les utilisateurs notent un **manque de fonctionnalités** pour l'analyse avancée et la personnalisation sur les plans de niveau inférieur dans Roboflow.
- Les utilisateurs trouvent une **fonctionnalité limitée** dans Roboflow, rencontrant des défis tels que des restrictions de fonctionnalités et un manque de flexibilité dans les tâches avancées.
- Les utilisateurs rencontrent des **problèmes d'annotation** avec Roboflow, nécessitant souvent des ajustements manuels étendus pour l'exactitude et l'efficacité.
- Les utilisateurs trouvent la gestion de **l'étiquetage inefficace** fastidieuse, nécessitant une organisation manuelle et manquant de raccourcis pour une complétion d'annotation plus fluide.

#### What Are Recent G2 Reviews of Roboflow?

**["Accélérez notre recherche agri-CV"](https://www.g2.com/fr/survey_responses/roboflow-review-12692685)**

**Rating:** 5.0/5.0 stars

_— Alexey K._

[Read full review](https://www.g2.com/fr/survey_responses/roboflow-review-12692685)

**["Roboflow rend les projets de vision par ordinateur faciles à construire, entraîner et déployer."](https://www.g2.com/fr/survey_responses/roboflow-review-12984362)**

**Rating:** 5.0/5.0 stars

_— noah r._

[Read full review](https://www.g2.com/fr/survey_responses/roboflow-review-12984362)

### [Encord](https://www.g2.com/products/encord/reviews)

Encord is the universal data layer for AI. The platform helps AI teams train and run their models with the right data - managing, curating, annotating, and aligning data across the full AI lifecycle. Encord works with over 300 leading AI teams, including Woven by Toyota, Zipline, AXA, and Flock Safety. Confidentially build production AI with rich multimodal data. Encord is SOC 2, AICPA SOC, HIPAA, and GDPR compliant.

**Average Rating:** 4.8/5.0

**Total Reviews:** 65

#### How Do G2 Users Rate Encord?

- **Labeler Quality:** 9.4/10 (Category avg: 8.9/10)
- **Object Detection:** 9.3/10 (Category avg: 8.9/10)
- **Data Types:** 9.7/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.5/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Encord?

- **Seller:** [Encord](https://www.g2.com/sellers/encord)
- **Year Founded:** 2020
- **HQ Location:** San Francisco, US
- **Twitter:** @encord\_team  
1,014 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b5b79c871099fa074d165dec60c3345148d0ae005f29a546864b838e8a7500a8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F69557125&secure%5Burl_type%5D=linkedin_company_website)  
195 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Hospital & Health Care
- **Company Size:** 51% Small, 40% Medium

#### What Do G2 Reviewers Say About Encord?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **responsive customer support** from Encord, ensuring quick assistance during their project needs.
- Users praise Encord for its **annotation efficiency** , streamlining workflows and enhancing speed in data curation tasks.
- Users value the **intuitive interface and seamless integration** of Encord's annotation tools for efficient data workflow.
- Users appreciate the **efficiency** of Encord, highlighting smooth workflows and quick integration that enhances their productivity.
- Users value Encord's **intuitive interface and seamless integration** , enhancing their workflows with efficient data curation and support.

##### Cons

- Users find **complex automation** challenging, though the supportive team helps navigate the intricacies of custom workflows.
- Users find it challenging to stay current due to **frequent updates** , but support from the team is helpful.
- Users find the **lack of guidance** challenging due to rapid feature updates, despite helpful customer support.

#### What Are Recent G2 Reviews of Encord?

**["Strong video labeling platform with excellent support"](https://www.g2.com/survey_responses/encord-review-12281672)**

**Rating:** 5.0/5.0 stars

_— Angela S._

[Read full review](https://www.g2.com/survey_responses/encord-review-12281672)

**["Built for fast model development cycles"](https://www.g2.com/survey_responses/encord-review-12219596)**

**Rating:** 5.0/5.0 stars

_— Brian E._

[Read full review](https://www.g2.com/survey_responses/encord-review-12219596)

### [Labelbox](https://www.g2.com/fr/products/labelbox/reviews)

Labelbox est la principale plateforme d'IA centrée sur les données pour créer des applications intelligentes. Les équipes cherchant à tirer parti des dernières avancées en matière d'IA générative et de LLM utilisent la plateforme Labelbox pour injecter ces systèmes avec le bon degré de supervision humaine et d'automatisation. Qu'elles construisent des produits d'IA avec des modèles personnalisés ou de base, ou qu'elles utilisent l'IA pour automatiser des tâches de données ou trouver des insights commerciaux, Labelbox permet aux équipes de le faire efficacement et rapidement. La plateforme est utilisée par des entreprises du Fortune 500 telles que Walmart, P&G, Genentech et Adobe, ainsi que par des centaines d'équipes d'IA de premier plan. Labelbox est soutenu par des investisseurs de premier plan, y compris SoftBank, Andreessen Horowitz, B Capital, Gradient Ventures (le fonds axé sur l'IA de Google) et Databricks Ventures.

**Average Rating:** 4.5/5.0

**Total Reviews:** 48

#### How Do G2 Users Rate Labelbox?

- **Qualité de l’étiqueteuse:** 9.1/10 (Category avg: 8.9/10)
- **Détection d’objets:** 8.6/10 (Category avg: 8.9/10)
- **Types de données:** 8.8/10 (Category avg: 8.8/10)
- **Facilité d’utilisation:** 9.0/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Labelbox?

- **Vendeur:** [Labelbox](https://www.g2.com/fr/sellers/labelbox)
- **Année de fondation:** 2018
- **Emplacement du siège social:** San Francisco, California
- **Twitter:** @labelbox  
3,489 abonnés Twitter
- **Page LinkedIn®:** [www.linkedin.com](https://www.g2.com/fr/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=46b35e20f0b8a1bbee233e1f6d5a6d1a72e4e49ac4f1901248ae276388e42159&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flabelbox%2F&secure%5Burl_type%5D=linkedin_company_website)  
469 employés sur LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Logiciels informatiques, Technologie de l'information et services
- **Company Size:** 46% Small, 38% Medium

#### What Do G2 Reviewers Say About Labelbox?

_AI-generated summary from verified user reviews_

##### Pros

- Les utilisateurs louent la **facilité d'utilisation** de Labelbox, soulignant sa configuration simple et ses fonctionnalités accessibles pour la gestion de projet.
- Les utilisateurs louent le **processus de labellisation des données facile et rapide** de Labelbox, améliorant ainsi le flux de travail et la qualité des données de manière efficace.
- Les utilisateurs apprécient les **capacités de gestion de projet efficaces** de Labelbox, rationalisant les tâches et améliorant l'organisation globale.
- Les utilisateurs apprécient les **capacités d'IA** de Labelbox pour simplifier l'étiquetage des données et améliorer efficacement la précision des modèles.
- Les utilisateurs trouvent des **intégrations faciles** avec Labelbox, améliorant leur expérience grâce à une interface conviviale et une configuration rapide.

##### Cons

- Les utilisateurs expriment leur frustration face au **manque de fonctionnalités** , se sentant limités par l'incapacité de personnaliser et d'augmenter la disponibilité des tâches.
- Les utilisateurs rencontrent une **performance lente** avec Labelbox, surtout lorsqu'ils travaillent avec de grands ensembles de données et des visualisations de sortie.
- Les utilisateurs trouvent que Labelbox a **un apprentissage difficile** en raison de sa complexité et de son traitement lent avec de grands ensembles de données.
- Les utilisateurs trouvent Labelbox **cher** et expriment des préoccupations concernant le coût élevé, surtout pour les petits utilisateurs.
- Les utilisateurs expriment leur frustration face à la **lenteur du traitement** de Labelbox, retardant le démarrage des projets et l'expérience globale.

#### What Are Recent G2 Reviews of Labelbox?

**["Formation LLM à son meilleur !"](https://www.g2.com/fr/survey_responses/labelbox-review-11265400)**

**Rating:** 4.5/5.0 stars

_— Staci T._

[Read full review](https://www.g2.com/fr/survey_responses/labelbox-review-11265400)

**["Interface professionnelle, configuration simple, nécessite une mise à jour des données"](https://www.g2.com/fr/survey_responses/labelbox-review-12625977)**

**Rating:** 4.0/5.0 stars

_— Ashish S._

[Read full review](https://www.g2.com/fr/survey_responses/labelbox-review-12625977)

#### What Are G2 Users Discussing About Labelbox?

- [How do I create a labeled dataset?](https://www.g2.com/fr/discussions/how-do-i-create-a-labeled-dataset)
- [What is label tool?](https://www.g2.com/fr/discussions/what-is-label-tool)
- [How do I download Labelbox?](https://www.g2.com/fr/discussions/how-do-i-download-labelbox) - 2 comments
- [Is Labelbox open source?](https://www.g2.com/fr/discussions/is-labelbox-open-source)

### [V7 Darwin](https://www.g2.com/fr/products/v7-darwin/reviews)

V7 Darwin est une plateforme d'IA spécialisée dans la création de données d'entraînement de haute qualité et la gestion des flux de travail d'annotation. Elle est conçue pour les équipes développant des modèles de vision par ordinateur sophistiqués et résolvant des défis complexes et spécifiques à un domaine avec l'IA. V7 Darwin offre une suite complète d'outils pour l'étiquetage de données, l'annotation vidéo et l'annotation d'imagerie médicale. - Créez des annotations d'images et de vidéos pixel-parfaites avec Auto-Annotate et SAM pour les masques sémantiques, la segmentation d'instances, les points clés et les polygones. - Développez l'IA médicale avec des outils pour l'annotation DICOM, NIfTI et WSI, avec une interface comprenant MPR, rendu 3D, réticules précis, fenêtrage et vues obliques. - Accélérez l'annotation vidéo jusqu'à 10 fois avec le suivi automatique assisté par IA pour les objets à travers les images. - Gérez de longues vidéos, des vues multi-caméras et des classes d'annotation imbriquées. - Concevez des flux de travail de révision multi-étapes avec logique conditionnelle, consensus et attribution de tâches pour votre pipeline d'étiquetage de données. - Organisez, filtrez et gérez de grands ensembles de données avec des vues et des tags personnalisés, permettant une collaboration en temps réel pour les annotateurs, les réviseurs et les ingénieurs ML. - Évoluez vos projets d'annotation avec des services professionnels d'étiquetage de données, y compris des annotateurs certifiés et des experts dans divers domaines (médical, vidéo, LLMs, scientifique). Vous pouvez intégrer V7 Darwin de manière transparente avec votre pile technologique existante et importer/exporter des annotations facilement. Obtenez un contrôle complet sur vos modèles, tâches et ensembles de données grâce à l'API ouverte, le SDK Darwin-py et l'interface en ligne de commande.

**Average Rating:** 4.7/5.0

**Total Reviews:** 55

#### How Do G2 Users Rate V7 Darwin?

- **Qualité de l’étiqueteuse:** 9.4/10 (Category avg: 8.9/10)
- **Détection d’objets:** 9.4/10 (Category avg: 8.9/10)
- **Types de données:** 9.2/10 (Category avg: 8.8/10)
- **Facilité d’utilisation:** 9.5/10 (Category avg: 8.8/10)

#### Who Is the Company Behind V7 Darwin?

- **Vendeur:** [V7](https://www.g2.com/fr/sellers/v7)
- **Année de fondation:** 2018
- **Emplacement du siège social:** London, England
- **Twitter:** @v7labs  
3,471 abonnés Twitter
- **Page LinkedIn®:** [www.linkedin.com](https://www.g2.com/fr/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=de877e1b154c6b0c137e7416f2b5d21ab1d53e5f5fc06f8706ec44d415a22436&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fv7labs%2F&secure%5Burl_type%5D=linkedin_company_website)  
106 employés sur LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Technologie de l'information et services, Logiciels informatiques
- **Company Size:** 55% Small, 35% Medium

#### What Do G2 Reviewers Say About V7 Darwin?

_AI-generated summary from verified user reviews_

##### Pros

- Les utilisateurs adorent la **facilité d'utilisation** de V7 Darwin, simplifiant l'annotation et la gestion de projet avec une interface intuitive.
- Les utilisateurs apprécient l' **efficacité de l'annotation** de V7 Darwin, permettant un étiquetage facile des ensembles de données complexes et améliorant la productivité.
- Les utilisateurs trouvent les **outils d'annotation automatique** de V7 Darwin extrêmement utiles pour un étiquetage de données facile et efficace.
- Les utilisateurs apprécient l' **intégration innovante de LLM** dans V7 Darwin, améliorant la fonctionnalité des feuilles de calcul avec un support de contenu riche.
- Les utilisateurs louent l' **efficacité** de V7 Darwin, rationalisant les processus RH et améliorant la productivité grâce à l'automatisation.

##### Cons

- Les utilisateurs trouvent le **manque de fonctionnalités** frustrant, notamment en ce qui concerne la gestion des annotations et les options d'exportation pour les ensembles de données.
- Les utilisateurs trouvent **les fonctionnalités manquantes** comme l'absence d'options de rétractation et les formats d'exportation limités frustrants dans V7 Darwin.
- Les utilisateurs trouvent les **fonctionnalités limitées** de V7 Darwin frustrantes, désirant plus de flexibilité dans les annotations et la manipulation des ensembles de données.
- Les utilisateurs sont frustrés par les **problèmes d'annotation** qui entravent leur capacité à retirer ou approuver les soumissions en douceur.
- Les utilisateurs trouvent la **navigation difficile** de V7 Darwin frustrante, car elle entrave leur capacité à utiliser les fonctionnalités efficacement.

#### What Are Recent G2 Reviews of V7 Darwin?

**["SIRH complet pour la gestion du cycle de vie des employés de bout en bout"](https://www.g2.com/fr/survey_responses/v7-darwin-review-11727041)**

**Rating:** 4.0/5.0 stars

_— Shiv S._

[Read full review](https://www.g2.com/fr/survey_responses/v7-darwin-review-11727041)

**["Annotation vidéo facile et étiquetage prédictif pour des ensembles de données massifs"](https://www.g2.com/fr/survey_responses/v7-darwin-review-12700843)**

**Rating:** 4.5/5.0 stars

_— Jed D._

[Read full review](https://www.g2.com/fr/survey_responses/v7-darwin-review-12700843)

#### What Are G2 Users Discussing About V7 Darwin?

- [À quoi sert V7 ?](https://www.g2.com/fr/discussions/what-is-v7-used-for)

### [Keymakr](https://www.g2.com/products/keymakr/reviews)

We are a data labeling company that focuses on providing high quality annotation services and excellent customer support. We are the best choice for: Image Annotation Video Annotation Data validation Document Annotation Data Creation Data Collection Our company creates best-in-class computer vision training data. We offer an in-house team paired with advanced proprietary annotation tools. Scalable and secure one-stop shop for your AI

**Average Rating:** 4.8/5.0

**Total Reviews:** 45

#### How Do G2 Users Rate Keymakr?

- **Labeler Quality:** 9.4/10 (Category avg: 8.9/10)
- **Object Detection:** 9.7/10 (Category avg: 8.9/10)
- **Data Types:** 9.7/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Keymakr?

- **Seller:** [Keymakr](https://www.g2.com/sellers/keymakr)
- **Year Founded:** 2015
- **HQ Location:** New York, NY
- **Twitter:** @keymakr\_com  
354 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5fb808098ef63b965158417815d66f2ac2810beadbf8235c0f26f8875a0b72ae&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fkeymakr%2F&secure%5Burl_type%5D=linkedin_company_website)  
69 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 52% Small, 22% Medium

#### What Do G2 Reviewers Say About Keymakr?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend Keymakr for their **exceptional customer support** , highlighting fast responses and a proactive service approach.
- Users appreciate Keymakr's **efficiency** in integrating with workflows, streamlining processes, and enhancing productivity effortlessly.
- Users find the **initial setup incredibly easy** , enjoying a smooth start with Keymakr's efficient implementation process.
- Users value the **efficient annotation process** of Keymakr, enhancing workflow and ensuring quality results quickly.
- Users value the **excellent data management** of Keymakr, appreciating the team's commitment to quality and client satisfaction.

##### Cons

- Users find the **difficult setup** challenging, with convoluted navigation and connection issues during initial use.
- Users face **recurring annotation mistakes** , though improvements in data quality and processes have enhanced results over time.
- Users face challenges with **complex UI navigation** and initial setup, particularly with S3 connectivity.
- Users find the **limited customization** of Keymakr frustrating, particularly the inability to change passwords independently.

#### What Are Recent G2 Reviews of Keymakr?

**["Accurate Annotation, Valuable Results"](https://www.g2.com/survey_responses/keymakr-review-11103169)**

**Rating:** 4.5/5.0 stars

_— Rinat L._

[Read full review](https://www.g2.com/survey_responses/keymakr-review-11103169)

**["A true Partner in Image Recognition"](https://www.g2.com/survey_responses/keymakr-review-11968704)**

**Rating:** 5.0/5.0 stars

_— Yacine B._

[Read full review](https://www.g2.com/survey_responses/keymakr-review-11968704)

### [Kili](https://www.g2.com/products/kili/reviews)

Kili Technology is a collaborative AI data platform designed to meet the rigorous needs of building large-scale production-ready AI data securely. Founded in Paris in 2018, Kili Technology caters to a diverse range of industries, including healthcare, financial services, manufacturing, defense, and technology. The platform is engineered to support teams of varying sizes, accommodating anywhere from 1 to over 500 concurrent users, and processes millions of assets annually. The core functionality of Kili Technology lies in its ability to facilitate collaboration among cross-functional teams. Unlike traditional labeling tools that primarily serve machine learning engineers, Kili connects data science teams with business stakeholders and subject matter experts. This integration enhances the AI development lifecycle by streamlining processes from annotation and labeling to validation and model feedback. As a result, users can ensure that the data used for training AI models is not only accurate but also relevant to the specific business context. Kili Technology is particularly beneficial for organizations looking to harness the power of AI while maintaining a high level of data quality. The platform supports various data modalities, allowing teams to work with text, images, audio, and video data seamlessly. This versatility makes it suitable for a wide range of applications, from developing natural language processing models to image recognition systems. By fostering collaboration among different roles within an organization, Kili enhances the overall efficiency of the AI development process. Key features of Kili Technology include an intuitive user interface that simplifies the labeling process, robust tools for data validation, and comprehensive feedback mechanisms that enable continuous improvement of AI models. Additionally, the platform offers advanced analytics capabilities, allowing teams to track progress and identify areas for enhancement. These features collectively empower organizations to build high-quality training datasets that meet the demands of complex AI applications. Kili Technology stands out in the competitive landscape of AI data platforms by prioritizing collaboration and usability. By bridging the gap between technical and non-technical stakeholders, it ensures that the development of AI solutions is a cohesive effort. This approach not only accelerates the time to market for AI initiatives but also enhances the overall quality of the training data, ultimately leading to more effective AI models.

**Average Rating:** 4.7/5.0

**Total Reviews:** 52

#### How Do G2 Users Rate Kili?

- **Labeler Quality:** 9.2/10 (Category avg: 8.9/10)
- **Object Detection:** 9.2/10 (Category avg: 8.9/10)
- **Data Types:** 9.2/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.9/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Kili?

- **Seller:** [Kili Technology](https://www.g2.com/sellers/kili-technology)
- **Company Website:** kili-technology.com
- **Year Founded:** 2018
- **HQ Location:** Paris, FR
- **Twitter:** @Kili\_Technology  
438 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=528a4a4dc014455d66d25ef4421bc2e8c6ca341820ef9e1a434c4f0e6a6e0e80&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F33266852&secure%5Burl_type%5D=linkedin_company_website)  
48 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 38% Medium, 34% Small

#### What Do G2 Reviewers Say About Kili?

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **ease of use** of Kili's annotation platform and appreciate its comprehensive metrics for projects.
- Users value the **ease of use** and precise metrics for comprehensive project visualization on Kili's annotation platform.
- Users love the **ease of use** offered by Kili, enhancing their annotation experience significantly.
- Users love the **variety of models** available on Kili, enhancing their annotation projects with tailored solutions.

##### Cons

- Users feel that Kili lacks **adequate content updates** , limiting the platform's overall utility and engagement.
- Users feel Kili lacks **adequate content updates** , limiting their overall experience and engagement with the platform.

#### What Are Recent G2 Reviews of Kili?

**["Intuitive UX and Quick Installation"](https://www.g2.com/survey_responses/kili-review-12342244)**

**Rating:** 5.0/5.0 stars

_— Hery R._

[Read full review](https://www.g2.com/survey_responses/kili-review-12342244)

**["Ease of Use and Exceptional Efficiency"](https://www.g2.com/survey_responses/kili-review-12354373)**

**Rating:** 5.0/5.0 stars

_— Lantosoa V._

[Read full review](https://www.g2.com/survey_responses/kili-review-12354373)

### [Datature](https://www.g2.com/products/datature/reviews)

Datature is an AI Vision platform that simplifies computer vision development by unifying data labeling, model training, and deployment into a single workflow. By eliminating the need for fragmented tools and complex infrastructure, teams can focus on solving real-world problems.

**Average Rating:** 4.9/5.0

**Total Reviews:** 39

#### How Do G2 Users Rate Datature?

- **Labeler Quality:** 9.5/10 (Category avg: 8.9/10)
- **Object Detection:** 9.9/10 (Category avg: 8.9/10)
- **Data Types:** 8.9/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.5/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Datature?

- **Seller:** [Datature](https://www.g2.com/sellers/datature)
- **Year Founded:** 2020
- **HQ Location:** San Francisco, US
- **Twitter:** @DatatureAI  
168 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=63ff7ae5a5cc37c5d990c326e31c4bcfe336374f4a4d8bc4267e834b2e8dc247&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdatature%2F&secure%5Burl_type%5D=linkedin_company_website)  
23 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Research
- **Company Size:** 64% Small, 28% Large

#### What Do G2 Reviewers Say About Datature?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **efficiency** of Datature, enabling quick data labeling and streamlined model training for faster project progress.
- Users value the **annotation efficiency** of Datature, streamlining their machine learning projects with user-friendly tools.
- Users find Datature to be **extremely user-friendly** , simplifying data labeling and model training for all skill levels.
- Users value the **extensive model types** and options in Datature, praising its support and user-friendly design.
- Users appreciate the **efficient AI capabilities** of Datature, enhancing data labeling and model training processes significantly.

##### Cons

- Users find **limited customization options** in Datature may hinder advanced users seeking more control over their setups.
- Users experience **annotation tool clarity issues** , yet prompt support in Slack helps resolve problems quickly.
- Users experience a **difficult learning curve** when setting up labeling jobs, despite finding model building easy.
- Users face a **difficult setup** for labeling jobs, which may hinder their initial experience with Datature.
- Users note the **high cost** of Datature, which may be a barrier for personal users despite its quality.

#### What Are Recent G2 Reviews of Datature?

**["Impressive range of CV models makes custom Vision AI projects easy"](https://www.g2.com/survey_responses/datature-review-12102117)**

**Rating:** 4.5/5.0 stars

_— Phil B._

[Read full review](https://www.g2.com/survey_responses/datature-review-12102117)

**["Extremely User-Friendly Platform Backed by a Kind and Committed Team"](https://www.g2.com/survey_responses/datature-review-13081746)**

**Rating:** 5.0/5.0 stars

_— Sam R._

[Read full review](https://www.g2.com/survey_responses/datature-review-13081746)

### [FiftyOne](https://www.g2.com/products/voxel51-fiftyone/reviews)

FiftyOne by Voxel51 is the leading data platform for physical AI. Without the right data, even the smartest AI models fail. FiftyOne gives machine learning engineers the power to deeply understand and evaluate their visual datasets—across images, videos, 3D point clouds, geospatial, and medical data. With over 2.8 million open source installs and customers like Walmart, GM, Bosch, Medtronic, and the University of Michigan Health, FiftyOne is an indispensable tool for building computer vision systems that work in the real world, not just in the lab. FiftyOne, combines open-source flexibility with enterprise-grade capabilities to help teams understand and analyze their multimodal data, annotate the right samples, close quality and coverage gaps, and build models that perform reliably in the real world. Proven impact with FiftyOne: ⬆️30% increase in model accuracy ⏱️5+ months of development time saved 📈30% boost in team productivity Learn more about FiftyOne: ✏️Annotation: Adopt smart data selection techniques with auto-labeling and manual workflows to curate first and prioritize the most valuable data to label. 🔍Data Curation and Management: Explore and curate your datasets with precision. Get insights into distribution, diversity, coverage, and more to optimize AI performance. Analyze billions of samples, hosted securely on your infrastructure, whether in the cloud or on-premise. 📊Model Evaluation: Quickly identify what’s driving model failures or successes. From aggregate performance metrics to sample-level diagnostics, diagnose failure modes and edge cases preventing your models from reaching optimal performance in production. At Voxel51, we empower hundreds of thousands of ML engineers around the world to unlock data insights to maximize model performance.

**Average Rating:** 4.5/5.0

**Total Reviews:** 22

#### How Do G2 Users Rate FiftyOne?

- **Ease of Use:** 8.2/10 (Category avg: 8.8/10)

#### Who Is the Company Behind FiftyOne?

- **Seller:** [Voxel51](https://www.g2.com/sellers/voxel51)
- **Year Founded:** 2018
- **HQ Location:** Ann Arbor, US
- **Twitter:** @Voxel51  
1,624 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=134956ddf898eacf9ea1c4cb96fac4f9f8b538f1d2309a2a1a7da036e8a2aeac&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvoxel51&secure%5Burl_type%5D=linkedin_company_website)  
63 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 64% Small, 27% Medium

#### What Are Recent G2 Reviews of FiftyOne?

**["Centralized Solution for AI Pipeline Management"](https://www.g2.com/survey_responses/fiftyone-review-12623717)**

**Rating:** 5.0/5.0 stars

_— Ken P._

[Read full review](https://www.g2.com/survey_responses/fiftyone-review-12623717)

**["A Powerhouse for Data Visualization and Model Development"](https://www.g2.com/survey_responses/fiftyone-review-12573495)**

**Rating:** 4.5/5.0 stars

_— Liliana C._

[Read full review](https://www.g2.com/survey_responses/fiftyone-review-12573495)

### [Clarifai](https://www.g2.com/products/clarifai/reviews)

Clarifai is a leader in AI orchestration and development, helping organizations, teams, and developers build, deploy, orchestrate, and operationalize AI at scale. Clarifai’s cutting-edge AI workflow orchestration platform leverages today's modern AI technologies like Large Language Models (LLMs), Large Vision Models (LVMs), and Retrieval Augmented Generation (RAG), data labeling, inference, and more, and is available in cloud, on-premises, or hybrid environments. Founded in 2013, Clarifai has been used to build more than 1.5 million AI models with more than 400,000 users in 170 countries. Learn more at www.clarifai.com.

**Average Rating:** 4.3/5.0

**Total Reviews:** 66

#### How Do G2 Users Rate Clarifai?

- **Labeler Quality:** 8.3/10 (Category avg: 8.9/10)
- **Object Detection:** 8.3/10 (Category avg: 8.9/10)
- **Data Types:** 8.3/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.2/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Clarifai?

- **Seller:** [Clarifai](https://www.g2.com/sellers/clarifai)
- **Year Founded:** 2013
- **HQ Location:** Wilmington, Delaware
- **Twitter:** @clarifai  
10,922 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8e96cd967f3d17ebfc636080f07d5b87c9155366576feb1d18188684d774aa32&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10064814%2F&secure%5Burl_type%5D=linkedin_company_website)  
51 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 62% Small, 27% Medium

#### What Do G2 Reviewers Say About Clarifai?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use and powerful features** of Clarifai, enhancing their AI image and text projects.
- Users value the **diverse model variety** in Clarifai, enabling tailored solutions for various application scenarios efficiently.
- Users highlight the **accuracy and efficiency of Clarifai's AI technology** , making it a great choice for diverse projects.
- Users find Clarifai's **intuitive UI** easy to navigate, enhancing their experience with powerful pre-trained models.
- Users commend Clarifai for its **easy AI integration** , enabling fast and accurate tagging for various application scenarios.

##### Cons

- Users find the **cost prohibitively expensive** for small projects, hindering accessibility for individual developers and non-profits.
- Users find the **complexity** of Clarifai challenging, especially regarding documentation and advanced feature understanding.
- Users find the **learning curve steep** for new users, making initial navigation and understanding challenging.
- Users express concern over the **lack of resources** , particularly for small developers, impacting accessibility and usability.
- Users find the **poor documentation** of Clarifai frustrating, often requiring external help for guidance and clarity.

#### What Are Recent G2 Reviews of Clarifai?

**["Clean UI, Powerful AI Platform with Reliable Performance and Responsive Support"](https://www.g2.com/survey_responses/clarifai-review-13072233)**

**Rating:** 5.0/5.0 stars

_— Ross M._

[Read full review](https://www.g2.com/survey_responses/clarifai-review-13072233)

**["Helped with my projects! Would recommend!"](https://www.g2.com/survey_responses/clarifai-review-11387093)**

**Rating:** 4.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/clarifai-review-11387093)

### [BasicAI Data Annotation Platform](https://www.g2.com/products/basicai-data-annotation-platform/reviews)

BasicAI Data Annotation Platform (https://www.basic.ai/basicai-cloud-data-annotation-platform) is an All-in-One Smart Data Annotation Platform with strong multimodal feature and AI-powered annotation tools that supports: - Auto-annotation and objects tracking of 3D point cloud (single frame & frame series), 2D & 3D sensor fusion, images and video (consecutive images) data - Auto-segmentation of 3D point cloud data - Smooth annotation teamwork, including management of workflow, performance roles & permission, etc. - No-lag annotation of up to 150 million points in 300 frame in one point cloud data, as well as 1,000 images in one 2D data.

**Average Rating:** 4.4/5.0

**Total Reviews:** 36

#### How Do G2 Users Rate BasicAI Data Annotation Platform?

- **Labeler Quality:** 8.9/10 (Category avg: 8.9/10)
- **Object Detection:** 8.8/10 (Category avg: 8.9/10)
- **Data Types:** 8.8/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.5/10 (Category avg: 8.8/10)

#### Who Is the Company Behind BasicAI Data Annotation Platform?

- **Seller:** [BasicAI](https://www.g2.com/sellers/basicai)
- **Year Founded:** 2019
- **HQ Location:** Irvine, CA
- **Twitter:** @BasicAIteam  
94 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ba3eaa059c8a7a084ee6d21cabec11709f9de9ae920b2d714211aee952d8cd09&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbasicaius%2Fabout%2F%3FviewAsMember%3Dtrue&secure%5Burl_type%5D=linkedin_company_website)  
16 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 44% Small, 31% Medium

#### What Are Recent G2 Reviews of BasicAI Data Annotation Platform?

**["Very Likely"](https://www.g2.com/survey_responses/basicai-data-annotation-platform-review-9440455)**

**Rating:** 5.0/5.0 stars

_— Vineeth V._

[Read full review](https://www.g2.com/survey_responses/basicai-data-annotation-platform-review-9440455)

**["User Friendly"](https://www.g2.com/survey_responses/basicai-data-annotation-platform-review-9440485)**

**Rating:** 4.5/5.0 stars

_— Rahul D._

[Read full review](https://www.g2.com/survey_responses/basicai-data-annotation-platform-review-9440485)

#### What Are G2 Users Discussing About BasicAI Data Annotation Platform?

- [What are the 5 components of AI?](https://www.g2.com/discussions/what-are-the-5-components-of-ai)
- [What are the basic functions of AI?](https://www.g2.com/discussions/what-are-the-basic-functions-of-ai)
- [What are the basic elements of AI programs?](https://www.g2.com/discussions/what-are-the-basic-elements-of-ai-programs)
- [What are the main features of AI?](https://www.g2.com/discussions/what-are-the-main-features-of-ai)

### [Labellerr](https://www.g2.com/products/labellerr/reviews)

Labellerr is a computer vision workflow automation platform. It helps ML teams to manage their AI development lifecycle much more efficiently. It helps teams to collaboratively work on data labeling tasks and have modules to manage multiple projects, users, and millions of unstructured data. Teams can perform- 1. Automated data curation 2. EDA (Exploratory Data Analysis) 3. Automated data labeling 4. Quality control with assurance 5. Automated QC 6. Model debugging Data types that it supports are images, videos, text, audio, and PDFs. Use cases it supports are object detection, segmentation, classification, image captioning, transcription, and translation. The active learning feature has helped users save 1000s USD per task. Labellerr recently launched LabelGPT which labels images using a prompt. It leverages the combination of generative AI models to label data in minutes rather than months.

**Average Rating:** 4.8/5.0

**Total Reviews:** 21

#### How Do G2 Users Rate Labellerr?

- **Labeler Quality:** 9.9/10 (Category avg: 8.9/10)
- **Object Detection:** 9.7/10 (Category avg: 8.9/10)
- **Data Types:** 9.9/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.6/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Labellerr?

- **Seller:** [Tensor Matics Inc.](https://www.g2.com/sellers/tensor-matics-inc)
- **Year Founded:** 2017
- **HQ Location:** Wilmington, Delaware
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=749408052147c16d8ba3abf3fc8cb33848c43636f6a5480940487b19ee6bc953&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftensormatics%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 57% Small, 38% Medium

#### What Do G2 Reviewers Say About Labellerr?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **annotation efficiency** of Labellerr, valuing the high quality and smooth collaboration it offers.
- Users value the **excellent collaboration** features of Labellerr, enhancing teamwork and annotation quality.
- Users appreciate the **responsive customer support** of Labellerr, noting their team's constant availability and assistance.
- Users highlight the **high annotation quality** of Labellerr, enabling effective collaboration and accurate data collection.
- Users commend the **high efficiency** of Labellerr, noting exceptional collaboration and top-notch annotation quality.

##### Cons

- Users find the **difficult setup** of Labellerr time-consuming, impacting the ease of collaboration initially.

#### What Are Recent G2 Reviews of Labellerr?

**["LabellErr annotation partnership for waste image computer vision"](https://www.g2.com/survey_responses/labellerr-review-10840868)**

**Rating:** 5.0/5.0 stars

_— Laurent M._

[Read full review](https://www.g2.com/survey_responses/labellerr-review-10840868)

**["Incredible solution and support team"](https://www.g2.com/survey_responses/labellerr-review-9089700)**

**Rating:** 5.0/5.0 stars

_— Aswin M._

[Read full review](https://www.g2.com/survey_responses/labellerr-review-9089700)

### [Segments.ai](https://www.g2.com/products/segments-ai/reviews)

Multi-sensor labeling platform for robotics and autonomous driving. Segments.ai is a fast and accurate data labeling platform for multi-sensor data annotation. You can obtain segmentation labels, vector labels, and more via the intuitive labeling interfaces for images, videos, and 3D point clouds (lidar and RGBD). Image Segmentation - Semantic segmentation - Instance segmentation - Panoptic segmentation - ML-powered labeling tools: DeepPixels and Autosegment Image Vector Labeling - Bounding boxes - Polygons - Polylines - Keypoints Point Cloud Segmentation - Semantic segmentation - Instance segmentation - Panoptic segmentation Point Cloud Vector Labeling - Cuboids / 3D bounding boxes - Keypoints - Polygons and polylines Video labeling - Label sequences of data fast with interpolation and ML assistance. - Label merged 3D point clouds of unlimited size. - Label 3D sequences faster with batch mode and merged point cloud view. Sensor fusion: visualize and label multiple modalities in the same interface Build your clever annotation workflow exactly how you want, with the flexibility you need to get the job done quickly and efficiently. Segments.ai is a self-serve platform with dedicated support from our core team of engineers when you need it. - A Python SDK that finally makes sense - Documentation to make the setup feel like a breeze - Self-serve with support only when you are stuck, so we don't slow you down - Automatically trigger actions using webhooks - Connect your cloud provider (AWS, Google Cloud, Azure) - Export to popular ML frameworks (PyTorch, TensorFlow, Hugging Face 🤗) Onboard your workforce or use one of our workforce partners. Our management tools make it easy to label and review large datasets together. Get started with a free trial today at https://segments.ai/join

**Average Rating:** 4.6/5.0

**Total Reviews:** 22

#### How Do G2 Users Rate Segments.ai?

- **Labeler Quality:** 8.9/10 (Category avg: 8.9/10)
- **Object Detection:** 8.3/10 (Category avg: 8.9/10)
- **Data Types:** 8.0/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.6/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Segments.ai?

- **Seller:** [Segments.ai](https://www.g2.com/sellers/segments-ai)
- **Year Founded:** 2020
- **HQ Location:** Leuven, Vlaams-Brabant, Belgium
- **Twitter:** @SegmentsAI  
483 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5fcf900d48fe9d6cafc3d07f477085b86877847fabc7d2c06c6c7f328f43c0b0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsegmentsai%2F&secure%5Burl_type%5D=linkedin_company_website)  
11 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Research, Computer Software
- **Company Size:** 95% Small, 5% Medium

#### What Do G2 Reviewers Say About Segments.ai?

_AI-generated summary from verified user reviews_

##### Pros

- Users admire the **efficiency and user-friendly interface** of Segments.ai, enhancing their data labeling and collaboration experience.
- Users praise the **efficiency in multi-sensor data labeling** of Segments.ai, streamlining annotation for autonomous systems.
- Users value the **efficiency** of Segments.ai, enjoying streamlined data labeling and improved workflow for collaborative tasks.
- Users find Segments.ai to be a **time-saving tool** that simplifies dataset organization and annotation with ease.
- Users highlight the **annotation efficiency** of Segments.ai, appreciating its speed and ease compared to other tools.

##### Cons

- Users experience a **difficult learning curve** when annotating complex, multi-sensor data with Segments.ai's interface.
- Users find the **learning curve** for mastering multi-sensor annotation tools to be a bit challenging.
- Users note that **annotation issues** arise due to advanced features needing extra configuration and limited automation options.
- Users note a **lack of features** that limits the full potential of Segments.ai's advanced tools and automations.
- Users notice a **lack of tools** for advanced features and automations, limiting their efficiency in annotation processes.

#### What Are Recent G2 Reviews of Segments.ai?

**["Effortless Dataset Management with Intuitive Collaboration"](https://www.g2.com/survey_responses/segments-ai-review-11998627)**

**Rating:** 4.5/5.0 stars

_— Claudio S._

[Read full review](https://www.g2.com/survey_responses/segments-ai-review-11998627)

**["Fast, All-in-One Platform for Labeling and Reviewing Data"](https://www.g2.com/survey_responses/segments-ai-review-12736485)**

**Rating:** 5.0/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/segments-ai-review-12736485)

### [UBIAI Text Annotation Tool](https://www.g2.com/products/ubiai-text-annotation-tool/reviews)

UBIAI makes easy-to-use NLP tools to help companies analyze and extract actionable insights from their unstructured data.

**Average Rating:** 4.8/5.0

**Total Reviews:** 17

#### How Do G2 Users Rate UBIAI Text Annotation Tool?

- **Labeler Quality:** 9.0/10 (Category avg: 8.9/10)
- **Object Detection:** 8.8/10 (Category avg: 8.9/10)
- **Data Types:** 9.0/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.8/10)

#### Who Is the Company Behind UBIAI Text Annotation Tool?

- **Seller:** [UBIAI](https://www.g2.com/sellers/ubiai)
- **Year Founded:** 2020
- **HQ Location:** Carlsbad, US
- **Twitter:** @UBIAI5  
127 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b5e289f649985bb7eaa223a249f5be3755da37acc8fbcc7e394dc983de52d201&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fubiai%2F&secure%5Burl_type%5D=linkedin_company_website)  
15 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 47% Small, 35% Medium

#### What Are Recent G2 Reviews of UBIAI Text Annotation Tool?

**["Stand out annotation tool."](https://www.g2.com/survey_responses/ubiai-text-annotation-tool-review-8780821)**

**Rating:** 5.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/ubiai-text-annotation-tool-review-8780821)

**["Very convenient tool and amazingly responsive team"](https://www.g2.com/survey_responses/ubiai-text-annotation-tool-review-7643347)**

**Rating:** 4.5/5.0 stars

_— Yassin E._

[Read full review](https://www.g2.com/survey_responses/ubiai-text-annotation-tool-review-7643347)

#### What Are G2 Users Discussing About UBIAI Text Annotation Tool?

- [What is UBIAI Text Annotation Tool used for?](https://www.g2.com/discussions/what-is-ubiai-text-annotation-tool-used-for)

### [SUPA](https://www.g2.com/products/supa/reviews)

Supercharge your AI with human expertise. SUPA is here to help you streamline your data at any stage: collection, curation, annotation, model validation and human feedback. SUPA is trusted by AI teams to solve their human data needs. Our lightning-fast machine-led labeling platform integrates with our diverse workforce to provide high-quality data at scale, making it the most cost-efficient solution for your AI. Visit us at https://www.supa.so/

**Average Rating:** 4.9/5.0

**Total Reviews:** 11

#### How Do G2 Users Rate SUPA?

- **Labeler Quality:** 8.8/10 (Category avg: 8.9/10)
- **Object Detection:** 9.7/10 (Category avg: 8.9/10)
- **Data Types:** 9.2/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.3/10 (Category avg: 8.8/10)

#### Who Is the Company Behind SUPA?

- **Seller:** [SUPA](https://www.g2.com/sellers/supa)
- **Year Founded:** 2014
- **HQ Location:** Damansara Heights, MY
- **Twitter:** @SUPABOLT  
12 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=aa40d03285968be0d0c086f183567958097199a9da763ca100d83a77a3aadaa1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsupa-ai%2F&secure%5Burl_type%5D=linkedin_company_website)  
63 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 45% Small, 45% Medium

#### What Are Recent G2 Reviews of SUPA?

**["Head Of Data"](https://www.g2.com/survey_responses/supa-review-8870147)**

**Rating:** 5.0/5.0 stars

_— Dominic C._

[Read full review](https://www.g2.com/survey_responses/supa-review-8870147)

**["Reliable and a great choice for data labelling"](https://www.g2.com/survey_responses/supa-review-9744081)**

**Rating:** 5.0/5.0 stars

_— Verified User in Design_

[Read full review](https://www.g2.com/survey_responses/supa-review-9744081)

- ‹ Prev‹ Prev
- 1
- [2](/categories/data-labeling/free?open_modal_url=%2Fproducts%2Fimerit-ango-hub-multimodal-ai-platform%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fdata-labeling%252Ffree%26source%3Dcategory&order=g2_score&page=2#product-list)
- [Next ›Next ›](/categories/data-labeling/free?open_modal_url=%2Fproducts%2Fimerit-ango-hub-multimodal-ai-platform%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fdata-labeling%252Ffree%26source%3Dcategory&order=g2_score&page=2#product-list)

Spotlight Categories

[Contact Center Quality Assurance Software](https://www.g2.com/categories/contact-center-quality-assurance)

[Integration Platform as a Service (iPaaS) Solutions](https://www.g2.com/categories/ipaas)

[Partner Relationship Management (PRM) Software](https://www.g2.com/categories/partner-relationship-management-prm)

[Quality Management Systems (QMS)](https://www.g2.com/categories/quality-management-qms)

[Contact Center Software](https://www.g2.com/categories/contact-center)

Similar Categories

- [Active Learning Tools](/categories/active-learning-tools)
- [Agentic AI](/categories/agentic-ai)
- [AI Avatar Generators](/categories/ai-avatar-generators)
- [AI Gateways](/categories/ai-gateways)
- [AI Governance Tools](/categories/ai-governance-tools)

- [AI Note-Taking Software](/categories/ai-note-taking-software)
- [AI Orchestration](/categories/ai-orchestration)
- [AI Proposal Generator Tools](/categories/ai-proposal-generator-tools)
- [AI Search Visibility Optimization Tools](/categories/ai-search-visibility-optimization-tools)
- [AI Security Posture Management (AI-SPM) Tools](/categories/ai-security-posture-management-ai-spm-tools)

- [AI Security Solutions](/categories/ai-security-solutions)
- [AI Storyboard Generators](/categories/ai-storyboard-generators)
- [AI Voice Assistants](/categories/ai-voice-assistants)
- [AI Voice Dictation](/categories/ai-voice-dictation)
- [AI Writing Assistant](/categories/ai-writing-assistant)

[Browse Data Labeling Themes](/categories/data-labeling/themes)