Best Object Detection APIs in 2026

What is Object Detection API?

Object Detection is a computer vision technology that enables users to locate and classify different objects such as people, animals, vehicles, etc. within an image or a video. Using deep learning models to analyze visual content and identify objects in real time, the API provides a powerful tool for a wide range of applications.

‍

‍

Object Detection APIs uses cases

You can use Object Detection in numerous fields: Retail, Security, Healthcare, Manufacturing, Autonomous vehicles and robotics.

‍

Best Object Detection APIs on the market

Object Detection experts at Eden AI tested many APIs. Here are some actors that perform well: AWS, api4ai, Clarifai, Google Cloud, Hive AI, Imagga, Microsoft Azure, SentiSight.ai, Visua AI, Ximilar AI.

‍

1. AWS - Available on Eden AI

AWS provides two powerful object detection algorithms, MXNet and TensorFlow. The MXNet algorithm uses a deep neural network to detect and classify objects, while TensorFlow supports transfer learning with pretrained models from the TensorFlow Model Garden.

‍

2. api4ai - Available on Eden AI

API4AI uses advanced image analysis algorithms to detect and classify multiple objects within an image, providing coordinates for bounding boxes along with the most probable class and confidence level for each object.

‍

3. Clarifai - Available on Eden AI

Clarifai provides an API that allows developers to detect and identify objects within images and videos. It is known for its accuracy and speed, thanks to deep learning models and GPU acceleration.

‍

4. Google Cloud - Available on Eden AI

Google Cloud's Vision API provides a powerful object detection solution that can detect and extract multiple objects within an image using object localization, providing a Localized Object Annotation for each object.

‍

5. Hive AI

Hive AI's solution provides accurate and reliable detection within images and videos, delivering geometric descriptions of bounding boxes, predicted class, and confidence score for each detection.

‍

6. Imagga

Imagga's Object Detection API is an advanced computer vision technology that automatically assigns relevant tags to vast collections of images and videos using deep learning, with over 3000 objects from daily life already trained.

‍

7. Microsoft Azure - Available on Eden AI

Microsoft Azure's API identifies and returns bounding box coordinates for each object found in an image. It can detect multiple instances of the same object and applies tags based on the objects or living things identified.

‍

8. SentiSight.ai - Available on Eden AI

SentiSight.ai provides a state-of-the-art object detection API with an intuitive interface. Users can easily build their own object detection models with advanced features for fine-grained control.

‍

9. Visua AI

Visua AI provides a high-performance object detection API with a unique hierarchical tagging library for actionable insights and precise categorization, integrating with logo detection for brand-specific analysis.

‍

10. Ximilar AI

Ximilar AI's Object Detection API uses advanced computer vision and deep learning to help businesses automatically identify and analyze objects, marking them with bounding boxes. Users can train custom models for specific use cases.

‍

How Eden AI can help you?

Eden AI is the future of AI usage in companies: our app allows you to call multiple AI APIs.

• Centralized and fully monitored billing on Eden AI for all Object Detection APIs
• Unified API for all providers: simple and standard to use, quick switch between providers
• Standardized response format: the JSON output format is the same for all suppliers
• The best Artificial Intelligence APIs in the market are available
• Data protection: Eden AI will not store or use any data. Possibility to filter to use only GDPR engines.

FAQ — Object Detection APIs