CODEWITHSUNDEEP
azure-cognitive-services
Umang Mathur
Umang Mathur

Reputation: 863

Is there a definitive list of all possible labels or objects or tags for the Microsoft Cognitive Services Computer Vision API?

I'm building a web application using multiple APIs which are a part of the Microsoft cognitive Services bundle.

The API returns detected objects such as person, man, fly, kite, etc. I require a list of all possible objects that the API is capable of detecting and also the hierarchy(if available).

From the database normalization perspective, it is information that I need. Is there any documentation that I am missing out on ?

Upvotes: 2

Views: 2040

Answers (1)

Ali Heikal
Ali Heikal

Reputation: 4133

There are thousands of objects to detect, and their list is not available publicly.

That being said, the image categories are available publicly in the documentation

Computer vision can categorize an image broadly or specifically, using the list of 86 categories in the following diagram.

86-category concept

If you generally need a list of objects to use then you can use publicly available object datasets including the following (arranged from oldest to newest):

  • COIL100
  • SFU
  • SOIL-47
  • ETHZ Toys
  • NORB
  • CalTech 101
  • PASCAL VOC
  • GRAZ-02
  • ALOI
  • LabelME
  • Tiny
  • CIFAR10 and CIFAR100
  • ImageNet
  • BOSS
  • Office
  • BigBIRD
  • MS-COCO
  • iLab-20M
  • CURE-OR

However, it is recommended to normalize your database based on the JSON you receive from the API, for example, you already know that you are going to receive objects when trying to use Detect Objects, and categories when trying to use Analyze Image, then you can work with that!

Upvotes: 3

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