# customvision.ai (Azure AI Custom Vision)

Selon la télémétrie OpenAITools.app vérifiée le 2026-11-11, customvision.ai (Azure AI Custom Vision) (customvision.ai) est une plateforme d'IA indexée sous Modèles IA générant 169 visites mensuelles avec un delta de trafic mensuel de -1,76 k (-91,2 %). Son marché géographique principal est Brésil (100 % de part de trafic), et elle fonctionne selon un modèle tarifaire Freemium. Les principales alternatives concurrentes par volume mensuel incluent Roboflow (1,43 M visites/mois), Ultralytics (793,42 k visites/mois), Epigos AI (1,56 k visites/mois).

customvision.ai is the home of Microsoft's Custom Vision, a computer vision service that lets you train your own image classification and object detection models by uploading and labeling a handful of examples. You build the model in a browser-based interface, evaluate its accuracy with live metrics, and then consume it from your own applications through REST APIs or exported models.

## Télémétrie et spécifications clés

| Métrique | Valeur |
| :--- | :--- |
| Nom de l'outil | customvision.ai (Azure AI Custom Vision) |
| Identifiant | customvision-ai |
| Status | active |
| Origin | official |
| Maintenance | active |
| Domaine officiel | customvision.ai |
| URL du site web | https://customvision.ai |
| Catégories | Modèles IA, Reconnaissance d'images IA, Outils de développement IA, Description d'images par IA |
| Modèle tarifaire | Freemium |
| Visites mensuelles | 169 |
| Variation du trafic mensuel | -1 762 |
| Taux de croissance mensuel | -91,2 % |
| Marché principal | Brésil |
| Part de marché | 100 % |
| Visites directes | 71 |
| Visites de recherche organique | — |
| Visites sociales | — |
| Visites par référencement | 17 |
| Visites par e-mail | 4 |
| Score d'avis | 4,4 |
| Nombre d'enregistrements | 0 |
| Plateformes prises en charge | Site web |
| Plateformes de facturation |  |
| Attributs | Fonctionnalités: Site web; Tarification: Freemium |
| Étiquettes | Vision par ordinateur, Reconnaissance d'images, Apprentissage automatique, Modèles personnalisés, API REST, Étiquetage d'images, Cognitive Services |

## Aperçu

customvision.ai is the home of Microsoft's Custom Vision, a computer vision service that lets you train your own image classification and object detection models by uploading and labeling a handful of examples. You build the model in a browser-based interface, evaluate its accuracy with live metrics, and then consume it from your own applications through REST APIs or exported models.

## Tarifs et offres

Custom Vision uses a freemium model tied to Microsoft's Cognitive Services. A free tier covers a limited number of transactions, images and projects for experimentation, while production usage is billed per prediction, per training hour and per stored image through an Azure subscription. Check the Azure AI Custom Vision pricing page for current rates.

## Fonctionnalités clés et capacités

- **Label, train, evaluate in one loop:** Upload your own labeled images or use assisted tagging, train the model, then read precision and recall metrics on a held-out set before deciding to publish.
- **Classification and object detection:** Handle two different problems: multiclass or multilabel image classification, and object detection that returns bounding boxes for recognized objects with confidence scores.
- **Simple REST prediction API:** Published models expose an HTTP endpoint you can call from any language or platform; send an image and receive predicted tags, probabilities and boxes as JSON.
- **Exportable models:** Export trained models for CoreML, TensorFlow, ONNX, Docker and other formats when you need to run inference on-device or in your own infrastructure.
- **Iteration and versioning:** Keep multiple iterations of a model side by side, compare their performance, and promote the best one to production without retraining from scratch.

## Cas d'usage principaux

- **Add image tagging to an app (Application developer):** Upload a few hundred labeled photos, train a classifier, and call the prediction endpoint to auto-tag user-uploaded images inside your product.
- **Build visual defect detection (Manufacturing or QA engineer):** Train object detection on photos of good and defective parts, then run a local or cloud model to flag anomalies on a production line.
- **Recognize products and assets (Retail or field operations):** Teach a model to identify SKUs, shelf conditions or equipment, and embed recognition into a mobile or web workflow.
- **Prototype a vision model quickly (Researcher or student):** Use the free tier and browser portal to test a computer vision idea with a small image set before committing engineering time.

## Forces

- Very low barrier to entry — labeling, training and evaluation all happen in the browser
- Two model types (classification and object detection) with confidence scores in one service
- Prediction via a plain REST API, so it slots into almost any stack
- Model export options for on-device and self-hosted inference
- Free tier makes it possible to evaluate end to end before spending anything

## Limites

- Requires a Microsoft/Azure account and a provisioned Azure AI Vision resource for a live endpoint
- Only vision tasks are covered — no text or multimodal reasoning
- The customvision.ai portal is legacy-facing, and some Azure documentation is the only up-to-date source for provisioning
- Accuracy depends heavily on getting enough well-labeled examples per class
- Costs scale with prediction volume, which can surprise teams at high traffic

## Questions fréquentes

### What is customvision.ai exactly?
It is the web portal for Microsoft's Custom Vision service, part of Microsoft Cognitive Services and now grouped under Azure AI. You upload labeled images, train a custom classifier or object detector, and publish it as a REST endpoint.

### Is it an OpenAI product?
No. Custom Vision is developed and operated by Microsoft, not OpenAI. OpenAITools lists it as an independent third-party AI tool.

### Does it cost anything to start?
There is a free tier intended for experimentation, within limits on transactions, images and training hours. Beyond those limits usage is billed through an Azure subscription per prediction, per training compute and per stored image.

### Can I run the model without calling the cloud?
Yes, in many cases. Trained models can be exported to formats such as ONNX, TensorFlow, CoreML or a Docker container so you can run inference locally or on-device.

### Do I need machine learning expertise?
Not for basic use. If you can sort images into folders with labels, you can train a first model. Domain knowledge about which classes matter and clean labeling matter more than ML background.

### Quel est le trafic mensuel et la tendance de croissance de customvision.ai (Azure AI Custom Vision) ?
customvision.ai (Azure AI Custom Vision) reçoit actuellement 169 visites mensuelles, avec une variation de trafic mensuelle de -1,76 k (taux de croissance de -91,2 %). Son marché source principal est Brésil (100 % de part), dont 71 visites directes/mois et — visites de recherche organique/mois.

### customvision.ai (Azure AI Custom Vision) est-il gratuit ? Quel est son modèle tarifaire ?
customvision.ai (Azure AI Custom Vision) fonctionne selon un modèle tarifaire Freemium. Custom Vision uses a freemium model tied to Microsoft's Cognitive Services. A free tier covers a limited number of transactions, images and projects for experimentation, while production usage is billed per prediction, per training hour and per stored image through an Azure subscription. Check the Azure AI Custom Vision pricing page for current rates. Les plateformes de facturation et de paiement prises en charge incluent : non répertorié.

### Quelles sont les meilleures alternatives à customvision.ai (Azure AI Custom Vision) en 2026 ?
Sur la base du trafic de catégorie et de l'adéquation des fonctionnalités sur OpenAITools.app, les cinq principales alternatives à customvision.ai (Azure AI Custom Vision) sont : 1. Roboflow (1,43 M visites/mois); 2. Ultralytics (793,42 k visites/mois); 3. Epigos AI (1,56 k visites/mois); 4. Datature (24,53 k visites/mois); 5. LandingAI (38,87 k visites/mois).

### Quelles plateformes et capacités d'IA principales customvision.ai (Azure AI Custom Vision) prend-il en charge ?
customvision.ai (Azure AI Custom Vision) est classé sous Modèles IA, Reconnaissance d'images IA, Outils de développement IA, Description d'images par IA, prend en charge les plateformes suivantes : Site web, et ses étiquettes de capacités principales incluent : Vision par ordinateur, Reconnaissance d'images, Apprentissage automatique, Modèles personnalisés, API REST, Étiquetage d'images.

## Alternatives

| Nom de l'outil | Visites mensuelles | Modèle tarifaire | Comparer |
| :--- | :--- | :--- | :--- |
| [Roboflow](https://openaitools.app/fr/tool/roboflow) | 1 431 204 | Freemium, Tarifs sur demande | [Comparer](https://openaitools.app/fr/compare/customvision-ai-vs-roboflow) |
| [Ultralytics](https://openaitools.app/fr/tool/ultralytics) | 793 423 | Freemium | [Comparer](https://openaitools.app/fr/compare/customvision-ai-vs-ultralytics) |
| [Epigos AI](https://openaitools.app/fr/tool/epigos-ai) | 1 560 | Freemium, Payant | [Comparer](https://openaitools.app/fr/compare/customvision-ai-vs-epigos-ai) |
| [Datature](https://openaitools.app/fr/tool/datature) | 24 530 | Freemium, Payant, Tarifs sur demande | [Comparer](https://openaitools.app/fr/compare/customvision-ai-vs-datature) |
| [LandingAI](https://openaitools.app/fr/tool/landing-ai) | 38 867 | Freemium | [Comparer](https://openaitools.app/fr/compare/customvision-ai-vs-landing-ai) |
| [Imagga](https://openaitools.app/fr/tool/imagga-com) | 15 477 | Freemium, Payant, Tarifs sur demande | [Comparer](https://openaitools.app/fr/compare/customvision-ai-vs-imagga-com) |
| [Hailo](https://openaitools.app/fr/tool/hailo-ai) | 98 157 | Tarifs sur demande | [Comparer](https://openaitools.app/fr/compare/customvision-ai-vs-hailo-ai) |
| [Encord](https://openaitools.app/fr/tool/encord-com) | 244 204 | Tarifs sur demande | [Comparer](https://openaitools.app/fr/compare/customvision-ai-vs-encord-com) |
| [Image Describer](https://openaitools.app/fr/tool/image-describer) | 119 856 | Payant | [Comparer](https://openaitools.app/fr/compare/customvision-ai-vs-image-describer) |
| [AI/ML API](https://openaitools.app/fr/tool/ai-ml-api) | 232 946 | Pay-as-you-go credits (free to start); enterprise custom pricing on request | [Comparer](https://openaitools.app/fr/compare/ai-ml-api-vs-customvision-ai) |
| [Luxand.cloud](https://openaitools.app/fr/tool/luxand-cloud) | 6 211 | Freemium, Essai gratuit, Payant | [Comparer](https://openaitools.app/fr/compare/customvision-ai-vs-luxand-cloud) |
| [Jiva.ai](https://openaitools.app/fr/tool/jiva-ai) | 4 171 | Freemium | [Comparer](https://openaitools.app/fr/compare/customvision-ai-vs-jiva-ai) |

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Source : https://openaitools.app/fr/tool/customvision-ai