Clipdrop - Mindsdb — ContextQMD

Integrate state of the art image processing AI directly in your products.

<Info>

To use Clipdrop in MindsDB, you need to sign up for a Clipdrop account and obtain an API key. Learn more here.

</Info>

Setup

sql

CREATE ML_ENGINE clipdrop_engine
FROM clipdrop
USING
  clipdrop_api_key = 'your_api_key';

Usage

Remove Text from Image

Create a model to automatically remove text from an image.

sql

CREATE MODEL mindsdb.clipdrop_rt
PREDICT image
USING
  engine = "clipdrop_engine",
  task = "remove_text",
  local_directory_path = "/Users/Sam/Downloads/test";

You can then make predictions with the model by providing an image URL:

sql

SELECT *
FROM mindsdb.clipdrop_rt
WHERE image_url = "https://onlinejpgtools.com/images/examples-onlinejpgtools/calm-body-of-water-with-quote.jpg";

Remove Background from Image

Effortlessly strip away the background from any image using this task.

sql

CREATE MODEL mindsdb.clipdrop_rb
PREDICT image
USING
  engine = "clipdrop_engine",
  task = "remove_background",
  local_directory_path = "/Users/Sam/Downloads/test";

Provide an image URL to remove the background:

sql

SELECT *
FROM mindsdb.clipdrop_rb
WHERE image_url = "https://static.clipdrop.co/web/apis/remove-background/input.jpg";

Generate Image from Sketch

Turn simple sketches into detailed images with AI.

sql

CREATE MODEL mindsdb.clipdrop_s2i
PREDICT image
USING
  engine = "clipdrop_engine",
  task = "sketch_to_image",
  local_directory_path = "/Users/Sam/Downloads/test";

Provide an image URL and a description of the desired transformation:

sql

SELECT *
FROM mindsdb.clipdrop_s2i
WHERE image_url = 'https://img.freepik.com/free-vector/hand-drawn-cat-outline-illustration_23-2149266368.jpg'
  AND text = 'brown cat';

Generate Image from Text

Create unique images directly from text prompts.

sql

CREATE MODEL mindsdb.clipdrop_t2i
PREDICT image
USING
  engine = "clipdrop_engine",
  task = "text_to_image",
  local_directory_path = "/Users/Sam/Downloads/test";

For example:

sql

SELECT *
FROM mindsdb.clipdrop_t2i
WHERE text = 'Imagine a software engineer';

Re-imagine the Image

Re-imagine any image in a different artistic style or form.

sql

CREATE MODEL mindsdb.clipdrop_reimagine
PREDICT image
USING
  engine = "clipdrop_engine",
  task = "reimagine",
  local_directory_path = "/Users/Sam/Downloads/test";

Run the model to transform an existing image:

sql

SELECT *
FROM mindsdb.clipdrop_reimagine
WHERE image_url = "https://static.clipdrop.co/web/apis/remove-background/input.jpg";

Replace Background in Image

Replace the background of any image with custom scenes or environments.

sql

CREATE MODEL mindsdb.clipdrop_rbi
PREDICT image
USING
  engine = "clipdrop_engine",
  task = "replace_background",
  local_directory_path = "/Users/Sam/Downloads/test";

Example query:

sql

SELECT *
FROM mindsdb.clipdrop_rbi
WHERE image_url = "https://static.clipdrop.co/web/apis/remove-background/input.jpg"
  AND text = "Empty road";

<Note>

Note: The local_directory_path parameter specifies the path to the directory where the images are stored on your local machine.

</Note>