AI-basketball-analysis
DIY-arcade
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| AI-basketball-analysis | DIY-arcade | |
|---|---|---|
| 12 | 6 | |
| 923 | 297 | |
| - | - | |
| 0.0 | 3.9 | |
| 12 months ago | about 3 years ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | - |
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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
DIY-arcade
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Ask HN: What is your “I don't care if this succeeds” project?
Here are three hobby projects I've worked on during the last 2 years. I've written extensive guides for all of them:
https://github.com/maxvfischer/DIY-CNC-machine A CNC-machine I built from scratch, using 40x 3d-printed parts.
https://github.com/maxvfischer/Arthur An AI art installation I built from scratch using a GAN network, Samsung The Frame, a button and a PIR-sensor.
https://github.com/maxvfischer/DIY-arcade A full-size Arcade Machine I built from scratch.
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My wife and I have been waiting 10 years to play this game again. Just in time to play it on our finished quarantine project!
Here's an extensive guide I wrote a couple of month ago of how to build your own full-size arcade machine from scratch: https://github.com/maxvfischer/DIY-arcade
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I built a full-size arcade machine from scratch as my first project going from idea, to CAD, to build! (Tutorial with CAD-files, code and images in comment if you want to build your own)
Link: https://github.com/maxvfischer/DIY-arcade
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Ask HN: Show me your Half Baked project
An automatic Zen Garden drawing infinite patterns in sand. Using stepper motors, inverse kinematics and a Raspberry Pi Zero W (including, code, images and tutorial). I'm almost done building the robot, but still have quite some implementation to do. Also, the guide is far from done, I've mostly uploaded images so far.
https://github.com/maxvfischer/DIY-arcade
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Arcade Cabinet
Yes, I plan to set this one up with an old computer running retro pie for the software to donate and I will build a second one for myself using a Raspberry Pi 4 also running retro pie. Original inspiration comes from this amazingly well documented build: https://github.com/maxvfischer/DIY-arcade
What are some alternatives?
Deep-SORT-YOLOv4 - People detection and optional tracking with Tensorflow backend.
ping-heatmap - A tool for displaying subsecond offset heatmaps of ICMP ping latency
openpifpaf - Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.
abs_cd - CI/CD for the Arch build system with webinterface.
go-live - 🗂️ go-live is an ultra-light server utility that serves files, HTML or anything else, over HTTP.
hbr - handbrake runner - runs HandBrakeCLI with settings specified in a keyfile. Allows for repeatable and easily modified encoding.
veems - An open-source platform for online video.
Arthur - How to build your own AI art installation from scratch [Moved to: https://github.com/maxvfischer/DIY-ai-art]
FastMOT - High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
OpenWeedLocator - An open-source, low-cost, image-based weed detection device for in-crop and fallow scenarios.
SynthDet - SynthDet - An end-to-end object detection pipeline using synthetic data
dflex - The sophisticated Drag and Drop library you've been waiting for 🥳