If you’re a developer and would like to discover which API is the best for content moderation and NLP, read on. Don’t worry; you’ve found the perfect place! In this article, we’ll talk about it so you can learn more about what it has to offer.
As you likely already know, recent technological advancements have led to tremendous advancements in domains like machine learning, including its subfields of deep learning and neural networks. The increased volatility, necessity, and applications of artificial intelligence are to blame for this. Similar to this, this advancement in object detection APIs is necessary due to the proliferation of unstructured data on the internet.
With this type of API, you may classify photos based on the information they include using AI and machine learning. With a tool like this, you may categorize various types of objects or group objects depending on color. Hence, object detection is the process of categorizing and identifying images based on what can be observed in them.
Entrepreneurs and developers frequently use these technologies to enhance their own projects and find things more rapidly. These APIs can be used for a variety of purposes, including shielding staff members and users from upsetting content. Utilizing machine speed analysis, object detection may quickly locate potentially harmful items like knives or weapons, drug paraphernalia, and particular body parts.
Clapicks – Image Categorization API
The content of your photos is regularly categorized by this program called Clapicks using an API. It will let the client categorize any images kept on their systems as well as the brand of any company. This API is a collection of image interpretation and reporting methods that is available as a web service. It allows you to automatically analyze, categorize, and find information from big datasets of damaged photos.
With the aid of this Google object detection API, you can quickly arrange a sizable collection of images by having a big collection of pictures automatically categorized into specified categories. Typing the URL of an image under the endpoint of the API will give you a response like this one:
{
"results": [
{
"score": 0.4378010034561157,
"label": "orange"
},
{
"score": 0.18190990388393402,
"label": "pineapple, ananas"
},
{
"score": 0.17271602153778076,
"label": "lemon"
},
{
"score": 0.1550735980272293,
"label": "banana"
},
{
"score": 0.007201516069471836,
"label": "strawberry"
}
]
}
In this case we have used an image that contained different kinds of fruits. The link has to be clear and it has to end with “jpg” or “png”. Don’t worry, if you are not sure about buying this API, you have 7 days to try it for free!
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.