TTNet: Real-time temporal and spatial video analysis of table tennis
TTNet: Real-time temporal and spatial video analysis of table tennis
Embedded Files
I implemented the paper that published at CVPR 2020 from scratch.
Source code: https://github.com/maudzung/TTNet-Realtime-for-Table-Tennis-Pytorch
Source paper: https://arxiv.org/pdf/2004.09927.pdf
Demonstration
Demonstration
Source video is here
Features
Features
Ball detection global stage
Ball detection local stage (refinement)
Events Spotting detection (Bounce and Net hit)
Semantic Segmentation (Human, table, and scoreboard)
Enable/Disable modules in the TTNet model
TTNet model architecture
TTNet model architecture
Input tensor structure
Input tensor structure
Evaluation metrics
Evaluation metrics
Accuracy for the event spotting task
IoU for the segmentation task
RMSE for the ball detection task
Page updated
Google Sites
Report abuse