Image A.I. Algorithms

Inteliver currently supports out-of-the-box Object Detection and Face Detection.

Info

Background Removal is our next feature in A.I. algorithms.

Object Detection

Using Inteliver you can detect the objects in each image. You can either use this metadata or you can select based on each object and apply the desired operation.

Here is the returend result after using object detection command.

Tip

Object detection can be used to automatically fill image tags or search images semantically in a large dataset of images.

Original ImageObject Detection

http://res.inteliver.local/media/v1/cloudname/resource.jpeg

http://res.inteliver.local/media/v1/cloudname/i_o_detect/resource.jpeg

Operation on Objects

Using object detection feature of inteliver you can modify images semantically.

Lets say we want to crop the cars in a set of images:

Original ImageObject Operation

http://res.inteliver.local/media/v1/cloudname/resource.jpeg

http://res.inteliver.local/media/v1/cloudname/i_c_object_truck,i_o_crop/resource.jpeg

Note

Here we first select car's object by i_c_object_truck and then crop it using i_o_crop operation.

There are also more examples in object detection examples.

Info

you can also refer to API reference section for complete list of args.

Face Detection

Using A.I. algorithms and deep learning face detection neural networks, Inteliver enables you to detect all the faces present in your image data.

Using Inteliver you can detect the faces in each image. You can either use this metadata or you can select based on each face and apply the desired operation.

Profile Picture

Here is an example to extract a profile picture out of the user image.

Original ImageProfile Picture

http://res.inteliver.local/media/v1/cloudname/resource.jpg

http://res.inteliver.local/media/v1/cloudname/i_c_face,i_h_200,i_w_200,i_o_crop,i_o_rcrop,i_o_format_png/resource.jpg

Tip

If the image containes more than one face, the faces will be numbered and accessible through each face numbers. The face number automatically asigned according to the focusness of that specefic face.

Multiple Faces

Here is an image with a two faces.

Original ImageChoose First FaceChoose Second Face

http://res.inteliver.local/media/v1/cloudname/resource.jpg

http://res.inteliver.local/media/v1/cloudname/i_c_face_0,i_h_250,i_w_250,i_o_crop,i_o_rcrop,i_o_format_png/resource.jpeg

http://res.inteliver.local/media/v1/cloudname/i_c_face_2,i_h_250,i_w_250,i_o_crop,i_o_rcrop,i_o_format_png/resource.jpg

Background Removal

Using background removal A.I. feature you can remove the background of your images.

Info

This feature is under development and upon release the docs will get completed.