Medical Video Processing

Our Solution is to provide the state of the art, Surgical data-gathering techniques and image processing using the power of Computer Vision technology.

Medical Video Processing

State of the Art

Our Solution is to provide the state of the art, Surgical data-gathering techniques and image processing using the power of Computer Vision technology.

Computer vision is a field of artificial intelligence that trains computers to interpret and understand the visual world. Using digital images from cameras and videos and deep learning models, machines can accurately identify and classify objects — and then react to what they “see.”

Medical Video Processing

Object detection

In general, deep learning based object detectors extract features from the input image or video frame. An object detector solves two subsequent tasks.

Task 1

Find an arbitrary number of objects (possibly even zero)

Task 2

Classify every single object and estimate its size with a bounding box

The ‘deep’ in a ‘Deep CNN’ refers to the number of layers in the network. It is common to have 5–10 or even more feature learning layers in a regular CNN. Modern architectures used in cutting edge application have networks that are more than 50–100 layers deep.