Images, Annotations and Augmentation

Images and Annotations data fetching and modifications endpoints

Create Image Object

Create Image

POST https://api.autogon.ai/api/v1/label/image/

Request Body

Name	Type	Description
images*	array	List of Image URLs
project_id*	int	Project ID

201: Created

Get Images

Perform quick and fully-managed model inference

GET https://api.autogon.ai/api/v1/label/image

Path Parameters

Name	Type	Description
project_id*	int	Project ID

200: OK Image IDs and annotations data

Delete Images

Delete images using IDs

DELETE https://api.autogon.ai/api/v1/label/image/

Request Body

Name	Type	Description
images	array	Array of image IDs
project_id*	int	Project ID

200: OK Deleted Objects

Annotate Images

Sample Request

{
    "project_id": 258,
    "images": [
        {
            "image_id": 91,
            "annotations": [
                {
                    "lbl": "object_class",
                    "bbx": {
                        "x": 452,
                        "y": 134,
                        "w": 241,
                        "h": 143
                    }
                },
                {
                    "lbl": "test_class",
                    "bbx": {
                        "x": 413,
                        "y": 234,
                        "w": 143,
                        "h": 134
                    }
                }
            ]
        },
        {
            "image_url": "https://storage.autogon.ai/......",
            "w": 800,
            "h": 600,
            "annotations": [
                {
                    "lbl": "object_class",
                    "bbx": {
                        "x": 452,
                        "y": 134,
                        "w": 241,
                        "h": 143
                    }
                },
                {
                    "lbl": "test_class",
                    "bbx": {
                        "x": 413,
                        "y": 234,
                        "w": 143,
                        "h": 134
                    }
                }
            ]
        }
    ]
}

Modifiy Image Annotations

POST https://api.autogon.ai/api/v1/label/image/annotate

Request Body

Name	Type	Description
project_id*	int	Project ID
images*	array	List of image data for each specific image including annotations

Image Augmentation

Augment all

POST https://api.autogon.ai/api/v1/label/image/augment/

Augment all image-annotation pairs in a project

Request Body

Name	Type	Description
project_id*	int	Project ID
augmentations	array	List of augmentations to apply. Default: ["all"] Equivalent to: ["HorizontalFlip", "VerticalFlip", "Crop", "HueSaturation", "BrightnessContrast", "Blur"]
multiplier	int	Number of augmented images to generate per image Default: 3

200: OK List of images from augmentation