genml_webapi's Introduction

GenML_WebAPI

Flask wep app that serves the purpose of an API for a mixture of Generative ML tasks with a Computational Creativity and Game AI in mind.

Running locally

Install library requirements from the requirements.txt file. pip install -r requirements.txt
Run the Flask web app: python app.py

Getting images (GET)

Single image.

/SingleImage Get a single generated image in a JSON response with the following signature:

{
    "format": "image format (.png, .jpg, etc.)",
    "img": "a string representing an image in base64 format",
    "msg": "output message",
    "size": [width, height]
}

/SingleImageBrowser You can open in a browser to see a generated image

Image batch:

/ImageBatch/<batch_size> Get generated images in a JSON response with the following signature:

{
    "format": "image format (.png, .jpg, etc.)",
    "imgs": ["a list of strings representing images in base64 format"],
    "msg": "output message",
    "size": [width, height]
}

/ImageBatchBrowser/<batch_size> You can open in a browser to see <batch_size> generated images

Uploading images (POST)

Image batch:

Upload a set of images and get back an evolved set of images of <batch_size>.

Expects multipart/form-data with the following structure:

["selected_images" : [file_list],
"batch_size" : batch_size]

/ImageBatch Response has the same structure as GET action for this endpoint
/ImageBatchBrowser You can open in a browser to see <batch_size> generated images

Recommend Projects