Javascript component for facial biometric Recognition

A JavaScript component is required for a facial biometric authentication process, which allows detecting a person's face through the webcam and obtaining movements automatically - Works on laptops and mobile phones. - The component must send some messages to the user to indicate the type of movement to perform (head movements) - Detect the person's face automatically (preferably use a library that can detect the person's face). - You must ask the user for proof of life that could be 1; Movement of the nose towards the destination point. two; Head movement towards the box 3; It can be to make a circle with the head, or move the head in a circular way, for 1 and 2 the points or squares must be random. - The component should automatically detect the user's movement and take a photo per second for the duration of the challenge (head movement) and automatically send it to our backend using the POST method - After the challenge is finished (nod), the system must turn off the webcam or redirect to another page to display a completion message. - The total validation process from when the user starts the challenge must be a maximum of 1 minute, and if it is passed, it must be redirected to another completion window. - The component must detect depth, or failing that, the user is not placing an image to hack the challenge. > Example of expected flow: 1. The user enters the page to challenge. 2. The system shows the user a preliminary recommendation message where they should be in front looking at the camera, and a button to start the process. 3. When starting the process, the system displays the following message: User, perform the "move". 4. The system detects that the user has started the challenge and begins to capture photos (images). 5. The system sends the captured images to the back for processing. 6. Once both images are received, a completion message is displayed: Process completed, close this window. The purpose of automatically capturing expressions is to attempt to request proof of life. We are currently working with AWS Reconginition, but we would like the validation to be done through the frontend. documentation that could be used: [login to view URL] [login to view URL] ----------------------------------------------------------------------------------------------------------- I am looking for a person who knows the subject and has worked with the recognition of amazon and helps me do it together I hope I have been clear, I await your proposal Thanks