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table tennis machine learning

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Table Tennis Bat With Machine Learning AI (Arduino Nano 33 ...

Table Tennis Bat With Machine Learning AI (Arduino Nano 33 BLE Sense + TensorFlow Micro): Since the pandemic started, me and my housemates bought a Table Tennis table and started playing a lot of Table Tennis. I made this project so that I could monitor and test how well I perform my shots based on what the device is telling me, so that …

Fast Pong Interactive Table Tennis Training Device | Ping ...

FastPong is a smart table tennis training board powered by artificial intelligence (AI) and machine learning. It uses LED and a real-time feedback system connected to our mobile app. The lighting system divides the board into eight squares of 38cm x 38cm; each square is represented with a grid as a target. When a target lights up, it instructs the user on where to send the ball onto the other end of the table.

A Deep Learning Approach for Table Tennis Forehand Stroke ...

Table Tennis Topspin, Push, and Basic Forehand strokes are considered the motions whose quality scores are evaluated and estimated in the current study. We completed the shadow stroke classification phase as the first component of the desired system . Thus, we take the next step to create the virtual-coach Table Tennis shadow-play training system.

Robotic Table Tennis with Model-Free Reinforcement Learning

Abstract—We propose a model-free algorithm for learning efficient policies capable of returning table tennis balls by controlling robot joints at a rate of 100Hz. We demonstrate that evolutionary search (ES) methods acting on CNN-based policy architectures for non-visual inputs and convolving across time learn compact controllers leading to smooth motions. Fur-

How and why I built a Machine Learning model to predict table ...

In the end of the data collection I guarantee over 200 thousand of good quality data to develop our predictive model for tennis table matches results. The problem was solved based on a binary classification machine learning model since each game should has only two possibilities for each player: Win ou Loss.

Towards Learning Robot Table Tennis - YouTube

This video demonstrates how a Barrett WAM arm uses our mixture of motor primitives (MoMP) algorithm to learn successful hitting movements in table tennis usi...

TenniRobo | Compact professional table tennis robot

Table tennis machine you dream about. TenniRobo is an innovative compact robot for table tennis that combines a skillset of the professional trainer with intuitive control via smartphone. The Bluetooth connected table tennis machine allows the user to simulate any kind of shots or their combinations, and through the numerous training sessions to reach an undisputed level of superiority.

Best table tennis training tool on the market - YouTube

The best table tennis ball machine on the market. The best table tennis ball machine on the market.