CVisionLab Fashion API

OVERVIEW

Fashion API is a web API for fashion image analysis.

It is designed to bring the power of AI to fashion industry and to be as simple as possible to use.

The API lets you perform fashion image tagging with tens of cloth items and fashion accessories.

Top 5 tags

top, t-shirt

glasses

skirt

bag, wallet

footwear

Try it

Unsupported file. Please upload images only.

Drag & drop image here to analyze

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How to use

The following example demonstrates how to perform HTTP request for classification of two images using curl command line utility.

curl -X POST -F"image=@asymmetrical-dress.jpg" -F"image=@awsomehat.jpg" http://fashion.cvisionlab.com/classify_image

The output json contains probabilities for both images:

{
    "api-version": "2.0",
    "error-message": "",
    "response": [
        {
            "image": "asymmetrical-dress.jpg",
            "prediction": {
                "dress": 0.51800805,
                "belt": 0.13203108,
                "bag, wallet": 0.12736950,
                ...
            }
        },
        {
            "image": "awsomehat.jpg",
            "prediction": {
                "hat": 0.62811311,
                "glasses": 0.24072719,
                "jacket": 0.08358212,
                ...
            }
        }
    ],
    "status": "OK"
}

Under the hood

The CVisionLab Fashion API web service is built on top of Google Cloud Platform. Here is the architecture of end-to-end pipeline.