AI-basketball-analysis
espn-api
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| AI-basketball-analysis | espn-api | |
|---|---|---|
| 12 | 33 | |
| 922 | 529 | |
| - | - | |
| 0.0 | 8.4 | |
| 12 months ago | 7 days ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | MIT License |
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AI-basketball-analysis
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[P] Basketball Shots Detection and Shooting Pose Analysis (Open Source)
Source code: https://github.com/chonyy/AI-basketball-analysis
- Show HN: Visualizing Basketball Trajectory and Analyzing Shooting Pose
- Automatically Overlaying Baseball Pitch Motion and Trajectory in Realtime (Open Source)
- Show HN: AI Basketball Analysis Web App and API
- Show HN: Visualize and Analyze Basketball Shots and Shooting Pose with ML
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Ask HN: Show me your Half Baked project
I 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.
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Show HN: Automatic Baseball Pitching Motion and Trajectory Overlay in Realtime
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.
https://github.com/chonyy/AI-basketball-analysis
- Show HN: AI Basketball Analysis in Realtime
- Show HN: AI Basketball Visualization
espn-api
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ESPN API to Wix website?
If you know some python this package is great for getting data from espn: https://github.com/cwendt94/espn-api
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Espn api fantasy players data
Don’t have much experience with raw endpoints but this python package is an awesome wrapper that makes everything easier https://github.com/cwendt94/espn-api
- Is there a way to pull total team FGM/FGA data from espn roto league?
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League Tracking/Imaging Tools
I'm using espn-api to read data from our league and come up with interesting stats. We have a telegram channel where we use a bot to communicate any of these things. Right now the bot posts about recent league activity, power rankings and we calculate the score of each week by only counting each players strongest performance (sleeper style, which is unfortunately not available in Germany).
- Introducing Fantasy Stats V1.0 - an Excel/Power Query Based Workbook using Sleeper API for advanced league metrics
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Is there a way to export player fantasy points/scoring from an ESPN league to Excel/Sheets?
I’m not sure how much programming experience you have but that would definitely make it more challenging. here is a GitHub repository where it seems like someone’s already done a lot of the heavy lifting. Also here’s a thread from a bout a month ago that might help
- Get projected and actual scores for players API by week?
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FAAB/Offers Report Analysis Stategies
If you're new to the API, you can start here https://github.com/cwendt94/espn-api/wiki/Football-Intro, but I've been specifically looking at the Offers Report.
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ESPN - How to pull player info based on ID?
If you are using: https://github.com/cwendt94/espn-api/wiki/Football-Intro
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Draft Research Round Up: Analysis of thousands of leagues to look at Snake Strategy, Auction Strategy, and how League Settings Affect Positional Value.
Second if you want to get into the code, I use this awesome python package (not mine) to interact with espns api: https://github.com/cwendt94/espn-api
What are some alternatives?
Deep-SORT-YOLOv4 - People detection and optional tracking with Tensorflow backend.
ESPN-Fantasy-Football-API - Connect to ESPN's fantasy football API via this JS API client for web and NodeJS. Available as an npm package.
openpifpaf - Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.
ff-espn-api - ESPN Fantasy API! (Football, Basketball) [Moved to: https://github.com/cwendt94/espn-api]
go-live - 🗂️ go-live is an ultra-light server utility that serves files, HTML or anything else, over HTTP.
nba-sql - :basketball: An application to build an NBA database backed by MySQL, Postgres, or SQLite
veems - An open-source platform for online video.
nfl-fantasy-football - This repo contains scripts to collect and analyze data from Yahoo fantasy football leagues
FastMOT - High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
soccerapi - soccerapi, an unambitious soccer odds scraper ⚽️
SynthDet - SynthDet - An end-to-end object detection pipeline using synthetic data
Huskers-Discord-Bot - Bot Frost