Summarize this article with:
- You need to set up an AI API that is requested if and only if the main AI API does not perform well (or is down).
- This approach is required if you look for extremely high accuracy.
- A unified API for all providers: simple and standard to use, quick switch between providers, access to the specific features of each provider.
- Best Artificial Intelligence APIs in the market: big cloud providers (Google, AWS, Microsoft and more specialized engines).
- Eden AI aggregates multiple providers for this feature.
We are pleased to announce that API4AI has been integrated into Eden AI.
What is API4AI?
API4AI is a cloud-based computer vision services provider that offers a comprehensive set of APIs for image analysis and recognition. The platform provides a diverse range of solutions through a user-friendly interface, making it easy for developers to integrate these features into their own applications. The APIs cover a wide array of functionalities, from background removal and face detection to car recognition and NSFW content detection.
Why do we offer API4AI alongside other Computer Vision APIs?
Eden AI offers API4AI solutions on its platform, among several other technologies. We want our users to have access to multiple AI engines and manage them in one place so they can reach high performance, optimize cost and cover all their needs.
There are many reasons for using multiple AI APIs:
Fallback provider is the ABCs.
You need to set up an AI API that is requested if and only if the main AI API does not perform well (or is down). You can use confidence score returned or other methods to check provider accuracy.
Performance optimization.
After the testing phase, you will be able to build a mapping of AI providers performance based on the criteria you have chosen. Each data that you need to process will then be sent to the best API.
Cost - Performance ratio optimization.
This method allows you to choose the cheapest provider that performs well for your data. Imagine that you choose the Google Cloud API for customer 'A' because they are all performing and it's the cheapest. You will then choose Microsoft Azure for customer 'B', a more expensive API but Google's performance is not satisfactory for customer 'B'. (this is a random example)
Combine multiple AI APIs.
This approach is required if you look for extremely high accuracy. The combination leads to higher costs but allows your AI service to be safe and accurate because AI APIs will validate and invalidate each other for each piece of data.
How to use API4AI on Eden AI?
To use API4AI on Eden AI, simply go to Eden AI's website and call the API:
Eden AI is a must-have
Eden AI is the future of AI usage in companies. Our platform not only allows you to call multiple AI APIs, but also provides you with:
- Centralized and fully monitored billing for all AI APIs
- A unified API for all providers: simple and standard to use, quick switch between providers, access to the specific features of each provider
- Standardized response format: the JSON output format is the same for all suppliers thanks to Eden AI's standardization work. The response elements are also standardized thanks to Eden AI's powerful matching algorithms.
- Best Artificial Intelligence APIs in the market: big cloud providers (Google, AWS, Microsoft and more specialized engines)
- Data protection: Eden AI will not store or use any data.
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