|11 months ago||2 months ago|
|-||GNU General Public License v3.0 or later|
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
We haven't tracked posts mentioning human-detection yet.
Tracking mentions began in Dec 2020.
[P] Basketball Shots Detection and Shooting Pose Analysis (Open Source)
2 projects | reddit.com/r/MachineLearning | 23 Jan 2021
Source code: https://github.com/chonyy/AI-basketball-analysis
Ask HN: Show me your Half Baked project
154 projects | news.ycombinator.com | 9 Jan 2021
I built an app to visualize and analyze basketball shots and shooting pose with machine learning.
The result is pretty nice. However, the only problem is the slow inference speed. I'm now refactoring the project structure and changing the model to a much faster YOLO model.
Show HN: Automatic Baseball Pitching Motion and Trajectory Overlay in Realtime
2 projects | news.ycombinator.com | 3 Jan 2021
Thanks for asking! This is not a noob question.
I would say that the similar workflow could be applied to any ball-related sports. The object detection and the tracking algorithm is basically the same. Then, you could add any sport-specific feature!
For example, I have used a similar method to build AI Basketball Analysis.
What are some alternatives?
Deep-SORT-YOLOv4 - People detection and optional tracking with Tensorflow backend.
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
veems - An open-source platform for online video.
go-live - 🗂️ go-live is an ultra-light server utility that serves files, HTML or anything else, over HTTP.
openpifpaf - Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.
FastMOT - High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
SynthDet - SynthDet - An end-to-end object detection pipeline using synthetic data
espn-api - ESPN Fantasy API! (Football, Basketball)
hof - The High Code Framework (low-code for devs), a modular code generation system powered by CUE
basketball-shot-detection - :basketball: Judging basketball shots and analyzing shooting pose with machine learning
github-screener - Kuberik Screener implementation for GitHub