ARkit Sudoku solver built with CoreML

https://blog.prototypr.io/behind-the-magic-how-we-built-the-arkit-sudoku-solver-e586e5b685b0

#ar #cv #keras #coreml

This is a real prototype with all the 30 lines of code to reimplement it.

Source: http://www.3delement.com/?p=610

#AR

🔥Neural Point-Based Graphics

Breakthrough work on generating realistic 3D scenes in AR.

Demo: https://www.youtube.com/watch?v=7s3BYGok7wU
Project page: https://dmitryulyanov.github.io/neural_point_based_graphics
ArXiV: https://arxiv.org/pdf/1906.08240.pdf

#CV #AR #DL #SamsungAI

Punch to face project

The team of Punch To Face (supported by ODS.ai) is bringing AI to the sports channels. The main goal of the project is a full 3D reconstruction of MMA fights in Virtual Reality.

Youtube: https://youtu.be/l_4FK8nBmEA
Story on Twitter: https://twitter.com/punch_to_face/

#CV #3D #AR #VR

in the walls
by matt bierner

to make a scene from a horror movie when a face comes out of a wall like the 1st season of "Very Strange Things"
based on the arkit with ar & facetracking from the front camera


on the app store only: https://apps.apple.com/ru/app/in-the-walls/id1522257130?l=en

#arkit #ar #app

Augmented Reality for Haptic Teleoperation of a Robot with an Event-Based Soft Tactile Sensor

This paper presents a new teleoperation approach using an augmented reality-based interface combined with optimized haptic feedback to finely manipulate visually occluded objects.

The dynamic growth of emerging Augmented Reality (AR) interfaces has a high potential interest in robotic telemanipulation of objects under limited visibility conditions. On the user’s horizon, the real-world environment is overlayed by the virtual images of the robot end-effector and the object. To optimize the user experience in teleoperation, the visual augmentation is accompanied by a haptic stimulus. They both transmit the rendered signal of the contact force visually and haptically, respectively. The contact force is measured by an optical event-based tactile sensor (E-BTS) with a soft pad, vibrotactile stimuli are generated by the hand-held device (HHD) and the AR is projected in the head-mounted device (HMD).

Authors demonstrated experimentally their approach on teleoperated robot arm puncturing an occluded non-rigid membrane placed in vertical raw with similar membranes. A comparative study with 10 subjects has been carried out to quantify the impact of AR in a force control task with a human in the control loop. The results of the experiment show a promising potential application in the cable insertion in an industrial assembly task.

Video: YouTube

#AR

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