Clothes Identification API designed to identify the dominant garment or category within an image. Unlike more complex solutions geared toward comprehensive outfit analysis, this API provides an accurate and straightforward answer to a single question: What type of garment visually dominates the image?
The API supports a wide variety of predefined categories, including top, t-shirt, sweatshirt, outerwear, vest, shorts, trousers, skirt, dress, hat, glasses, watch, belt, footwear, bag, and scarf.
It features two endpoints that allow for flexible image processing, either via URL or compatible inputs, adapting to different integration workflows. Its lightweight design and specific focus make it ideal for applications that require quick decisions without the need for in-depth analysis of multiple garments or attributes.
In summary, it is a practical, fast, and focused solution that allows you to detect the main category of a garment in an image, optimizing workflows and improving efficiency in applications related to fashion and visual content.
{"category":"sweatshirt","confidence":"high"}
curl --location --request POST 'https://zylalabs.com/api/12302/clothes+identification+api/23112/classify+category' --header 'Authorization: Bearer YOUR_API_KEY'
--data-raw '{"image_url": "https://images.pexels.com/photos/6311392/pexels-photo-6311392.jpeg"}'
{"main_category":"glasses","clothing_items":[{"category":"top","confidence":"high"}],"accessories":[{"category":"glasses","confidence":"high"}]}
curl --location --request POST 'https://zylalabs.com/api/12302/clothes+identification+api/23113/classify+category+and+accesories' --header 'Authorization: Bearer YOUR_API_KEY'
--data-raw '{"image_url": "https://media.glamour.mx/photos/6190986aa6e030d6480ff3c7/master/w_1600%2Cc_limit/185450.jpg"}'
| Header | Description |
|---|---|
Authorization
|
[Required] Should be Bearer access_key. See "Your API Access Key" above when you are subscribed. |
No long-term commitment. Upgrade, downgrade, or cancel anytime. Free Trial includes up to 50 requests.
The "Classify Category" endpoint returns the dominant clothing category along with a confidence level. The "Classify Category and Accessories" endpoint provides the main clothing category, a breakdown of detected garments, and any accessories, each with their respective confidence levels.
Key fields include "category" and "confidence" for the "Classify Category" endpoint. For the "Classify Category and Accessories" endpoint, key fields are "main_category," "clothing_items" (with "category" and "confidence"), and "accessories."
The response data is structured in JSON format. The "Classify Category" endpoint returns a simple object, while the "Classify Category and Accessories" endpoint returns a main category and an array of clothing items, each with their confidence levels.
The "Classify Category" endpoint provides the primary garment type, while the "Classify Category and Accessories" endpoint offers a detailed breakdown of the main garment and any detected accessories, enhancing tagging and filtering capabilities.
Both endpoints accept image inputs either as a URL or as binary data. Users can customize their requests by providing different images to analyze, allowing for flexible integration into various workflows.
Users can leverage the confidence levels to prioritize garment tagging and filtering. For instance, a high confidence level indicates a reliable identification, which can streamline inventory management and enhance user experience in fashion applications.
Typical use cases include quick categorization of garments for inventory management, enhancing e-commerce platforms with automatic tagging, and assisting fashion apps in identifying clothing items for user recommendations.
Data accuracy is maintained through continuous model training and validation against a diverse dataset of clothing images. Regular updates and quality checks ensure that the API remains reliable for garment identification tasks.
To obtain your API key, you first need to sign in to your account and subscribe to the API you want to use. Once subscribed, go to your Profile, open the Subscription section, and select the specific API. Your API key will be available there and can be used to authenticate your requests.
You can’t switch APIs during the free trial. If you subscribe to a different API, your trial will end and the new subscription will start as a paid plan.
If you don’t cancel before the 7th day, your free trial will end automatically and your subscription will switch to a paid plan under the same plan you originally subscribed to, meaning you will be charged and gain access to the API calls included in that plan.
The free trial ends when you reach 50 API requests or after 7 days, whichever comes first.
No, the free trial is available only once, so we recommend using it on the API that interests you the most. Most of our APIs offer a free trial, but some may not include this option.
Yes, we offer a 7-day free trial that allows you to make up to 50 API calls at no cost, so you can test our APIs without any commitment.
Zyla API Hub is like a big store for APIs, where you can find thousands of them all in one place. We also offer dedicated support and real-time monitoring of all APIs. Once you sign up, you can pick and choose which APIs you want to use. Just remember, each API needs its own subscription. But if you subscribe to multiple ones, you'll use the same key for all of them, making things easier for you.
Please have a look at our Refund Policy: https://zylalabs.com/terms#refund
Service Level:
100%
Response Time:
267ms
Service Level:
100%
Response Time:
179ms
Service Level:
100%
Response Time:
348ms
Service Level:
100%
Response Time:
472ms
Service Level:
100%
Response Time:
168ms
Service Level:
100%
Response Time:
367ms
Service Level:
100%
Response Time:
461ms
Service Level:
100%
Response Time:
253ms
Service Level:
100%
Response Time:
67ms
Service Level:
100%
Response Time:
52ms