CHchony·Jan 17, 2021Submission
Show HN: AI Basketball Analysis Web App and API
1 points · Open discussionchonyy
AI-basketball-analysis
Python2020–2021
chonyy / AI-basketball-analysis
AI-basketball-analysis
:basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.
4Distinct people
15Mentions
0Explicit recommenders
1.3KGitHub stars
What to know before exploring
What it is
:basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.
GitHub
Where it is used
No documented product use has been verified yet.
What people are saying
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Also in these discussions
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This week on Hacker News
Nov 7–Nov 14 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/14/2026, 5:04:57 PM UTC.
No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.
Mentions over time
HN mentions by month15 dated mentions
Observed mentions: 2020-05-06 14:26:35 UTC to 2021-01-17 14:58:41 UTC.
Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.
View mention counts and date ranges
| Period | Start (UTC) | End (exclusive, UTC) | Mentions | Submissions | Comments |
|---|---|---|---|---|---|
| May 2020 | 2020-05-01 00:00:00 UTC | 2020-06-01 00:00:00 UTC | 7 | 7 | 0 |
| Jun 2020 | 2020-06-01 00:00:00 UTC | 2020-07-01 00:00:00 UTC | 1 | 1 | 0 |
| Jul 2020 | 2020-07-01 00:00:00 UTC | 2020-08-01 00:00:00 UTC | 0 | 0 | 0 |
| Aug 2020 | 2020-08-01 00:00:00 UTC | 2020-09-01 00:00:00 UTC | 0 | 0 | 0 |
| Sep 2020 | 2020-09-01 00:00:00 UTC | 2020-10-01 00:00:00 UTC | 0 | 0 | 0 |
| Oct 2020 | 2020-10-01 00:00:00 UTC | 2020-11-01 00:00:00 UTC | 0 | 0 | 0 |
| Nov 2020 | 2020-11-01 00:00:00 UTC | 2020-12-01 00:00:00 UTC | 2 | 1 | 1 |
| Dec 2020 | 2020-12-01 00:00:00 UTC | 2021-01-01 00:00:00 UTC | 1 | 1 | 0 |
| Jan 2021 | 2021-01-01 00:00:00 UTC | 2021-02-01 00:00:00 UTC | 4 | 2 | 2 |
What Hacker News says
15 sourcesShow HN: Visualize and Analyze Basketball Shots and Shooting Pose with ML
1 points · Open discussionI built an app to visualize and analyze basketball shots and shooting pose with machine learning.
https://github.com/chonyy/AI-basketball-analysis
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.
In Ask HN: Show me your half baked projectThanks 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.
https://github.com/chonyy/AI-basketball-analysis
In Show HN: Automatic Baseball Pitching Motion and Trajectory Overlay in RealtimeShow HN: AI Basketball Visualization
6 points · Open discussionHi guys, I have also written a post to explain the high level concept of OpenPose, the pose estimation framework I implemented in this project.
Feel free to check out:
https://github.com/chonyy/AI-basketball-analysis
https://towardsdatascience.com/openpose-research-paper-summa...
In Show HN: ML Basketball – Understanding Basketball Shots with Pose EstimationShow HN: ML Basketball – Understanding Basketball Shots with Pose Estimation
11 points · Open discussionShow HN: Basketball shot and shooting pose analysis with machine learning
5 points · Open discussionShow HN: Shooting pose analysis and basketball shot detection
16 points · Open discussionShow HN: Shooting pose analysis and basketball shot detection
3 points · Open discussionShow HN: AI basketball analysis web App and API
1 points · Open discussionShow HN: AI basketball analysis web App and API
4 points · Open discussionShow HN: Visualize and analyze basketball shots with machine learning
1 points · Open discussionShow HN: Basketball AI – Analyzing basketball shots with machine learning
2 points · Open discussionShow HN: AI basketball analysis web App and API
2 points · Open discussion