Do you want to get powerful object classification with an API? In this article, we suggest one of the best available!
The process of machine learning involves training the model on a set of labeled data and then using it to predict the class of unlabeled data. This can be achieved by using an API, which are interfaces that connect several services.
How Can You Classify Objects With An API?
If you are a developer you probably already know what an API is (application programming interfaces). Yet, are you aware of how they operate and what they can offer you? An object classification API is, in general, an interface that enables communication between two software components. Data can be requested from one component or sent to another component using this communication.
The data sought by the other component, known as the “consumer,” is provided by one component, referred to as the “provider.” The provider component must be able to handle the requests made by the consumer component by implementing the API methods that are needed by that component.
It is your lucky day if you are a developer because this API is what you need if you are starting in the object classification world. Other uses, such security or monitoring, are also possible.
More About Clapicks API
Because Clapicks is a well-known internet platform and automatically categorizes your photographic content, we particularly recommend using it. This API is designed to help organizations an developers organize and classify any photographs they might have in their databases.
A well-trained machine-learning algorithm in this Google Object Detection API enables it to identify various items that might be present in a photo. This API is also perfect for organizations with significant image databases who need to organize their unstructured data by object.
For eCommerce platforms who need to sort their photos by products, it is a great API. You’ll be able to develop an application that can quickly identify things on the fly. There are no restrictions between plans other than monthly caps on API calls.
The object you want to be recognized from an image is then typed under the endpoint. The following is a collection of various samples of the kinds of answers you might expect from this API. You must keep in mind that the URL that you introduce, has to be as clear as possible and it has to end with a “jpg” or “png” format.
{
"results": [
{
"score": 0.9378737211227417,
"label": "promontory, headland, head, foreland"
},
{
"score": 0.015274730511009693,
"label": "suspension bridge"
},
{
"score": 0.011631034314632416,
"label": "beacon, lighthouse, beacon light, pharos"
},
{
"score": 0.010079087689518929,
"label": "seashore, coast, seacoast, sea-coast"
},
{
"score": 0.007594412192702293,
"label": "pier"
}
]
}
For this example, we have picked a picture of a seashore/coast showing a pier next to a lighthouse.
A monthly subscription cycle governs how the Zyla API Hub functions. When purchasing one of the paid plans, your billing cycle starts and renews on the same day of the next month. So make sure to cancel your subscription beforehand if you want to avoid paying these fees. This image categorization API is also free to try for seven days!
To make use of it, you must first:
- Go to Clapicks – Object Classification API and simply click on the button “Try Free for 7-days” to start using the API.
- After signing up in Zyla API Hub, you’ll be given your personal API key. Using this one-of-a-kind combination of numbers and letters, you’ll be able to use, connect, and manage APIs!
- Employ the different API endpoints depending on what you are looking for.
- Once you meet your needed endpoint, make the API call by pressing the button “run” and see the results on your screen.
Also published on Medium.