golfdb
TTNet-Real-time-Analysis-System-for-Table-Tennis-Pytorch
golfdb | TTNet-Real-time-Analysis-System-for-Table-Tennis-Pytorch | |
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1 | 2 | |
201 | 599 | |
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10.0 | 0.0 | |
almost 2 years ago | 3 months ago | |
Python | Python | |
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golfdb
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How to learn how to trace a golf swing?
There's a project on github related to this : https://github.com/wmcnally/golfdb
TTNet-Real-time-Analysis-System-for-Table-Tennis-Pytorch
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Good cameras for computer vision applied to tennis
I'll consider using two cameras, I figured one was enough because this paper gets good results with just that and was planning to use the same/similar network to get the same/similar results but applied to a different sport.
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Deep Learning and Tennis Video annotation
Thanks - there are two models for ball tracking, first one is "coarse" and looks for the approximate position of the ball (using resized image) and the second one is updating coarse coordinates - and looks only at a patch of a high res image. It helped a lot and based on https://github.com/maudzung/TTNet-Real-time-Analysis-System-for-Table-Tennis-Pytorch
What are some alternatives?
Video-Dataset-Loading-Pytorch - Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
segmentation_models.pytorch - Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
phar - deep learning sex position classifier
ttach - Image Test Time Augmentation with PyTorch!
VolleyVision - Applying Deep Learning Approaches to Volleyball Data
torchio - Medical imaging toolkit for deep learning
golf_ball
Robo-Semantic-Segmentation - Just a simple semantic segmentation library that I developed to speed up the image segmentation pipeline
mmaction2 - OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
Pytorch-PCGrad - Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
active_learning - Code for Active Learning at The ImageNet Scale. This repository implements many popular active learning algorithms and allows training with torch's DDP.