For developers who need to find an efficient tool on which to develop applications for ordinary users to automate dog breed classification process, the best approach is to use an API. Dogs are classified into breeds, and these breeds are classified into types or groups according to size, shape, function and temperament. For instance, it makes sense that dogs bred to be companions are small and fluffy, while sledge dogs will be strongly built and have a thick double coat. The main objective for accuracy and efficiency is to use deep learning algorithms and to predict the breed of different dogs.
The popularity of a breed depends on the purpose (guide, pet, guardian, work, etc.) or merely a fashion. On the other hand, some breeds are not so common because they can be difficult to handle. Knowing about a dog`s breed will help know what kind of characteristics, behavior, training and diet, in terms of care and attention. Also, it will help know how to treat it in case of a medical issue or an accident. This will also help find out if this breed is suitable for a certain family or not. For example, some dogs do not get along with other dogs, other species or children. Thus the relevance of Dog Images Recognition API.
However, identifying a dog’s breed can be a difficult task for anyone who doesn’t have expertise in this field. This is due to the fact that there are many characteristics that must be analyzed in order to identify a dog’s breed, or classify a mongrel dog by the percentage it`s taken from its ancestors.
Use An API To Automate Your Dog Breed Classification Process
To automate dog classification process, the most accurate tool is the recommended API. This API also provides information about each dog’s temperament and behavior.
Dog Breed Classification API is integrated with other APIs from the same vendor: Categorize Dog Breed API, Detect Dogs In Images API, Dog Breed Data API, Dog Breed Detector API, Dog Breed Information API, and others. This integration optimizes the processes of recognition, identification and classification of dog breeds.
How To Automate Your Dog Breed Classification Process With This API
Create an account on the marketplace, and after subscribing, with the API key provided, make API calls. Presently authenticate the API key by including the bearer token in the Authorization header. Finally, make an API call by entering the URL of the image of the dog to be identified, and execute the API call.
Once the URL of a picture /s is/are uploaded, in seconds the API will return its response that will look like this:
{
"results": [
{
"score": 0.9873785376548767,
"label": "German shepherd, German shepherd dog, German police dog, alsatian"
},
{
"score": 0.0025157087948173285,
"label": "kelpie"
},
{
"score": 0.0009707494755275548,
"label": "malinois"
},
{
"score": 0.0008986197062768042,
"label": "dingo, warrigal, warragal, Canis dingo"
},
{
"score": 0.0005087173776701093,
"label": "bloodhound, sleuthhound"
}
]
}
Also published on Medium.