davidpagnon/sports2d

Compute 2D joint and segment angles from a video.

• 👋 Hi, I’m @davidpagnon

• 👀 I’m interested in learning in a general sense, and in particular in anything related to research in sports.

• 🌱 After completing a PhD in computer vision and biomechanics in Grenoble, France, I am currently pursuing a post-doc in Bath, UK.
  I'm working on markerless motion capture applied to sports.

• 🐵 Before that, I was a professional parkour artist. I am still performing part-time.
  See a video of one of our performances here, or a video of me at Ninja Warrior.

• 📫 How to reach me: [email protected]

  http://david-pagnon.com/
  https://www.instagram.com/davidpagnonpro/
  https://www.facebook.com/DavidPagnonPro
  http://www.youtube.com/c/DavidPagnon

sports2d's Issues

ERROR Colab

Hello Guys, before I could run in Colab but now they are giving the following errors.

could you help me please?

update-alternatives: using /usr/bin/python3.10 to provide /usr/bin/python3 (python3) in auto mode Connecting to Google Drive... Mounted at /content/drive Installing Sports2D in Google Drive... Collecting Sports2D Downloading sports2d-0.2.5-py3-none-any.whl (2.6 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.6/2.6 MB 10.8 MB/s eta 0:00:00 Requirement already satisfied: ipython in /usr/local/lib/python3.10/dist-packages (from Sports2D) (7.34.0) Requirement already satisfied: toml in /usr/local/lib/python3.10/dist-packages (from Sports2D) (0.10.2) Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from Sports2D) (1.23.5) Requirement already satisfied: pandas>=1.5 in /usr/local/lib/python3.10/dist-packages (from Sports2D) (1.5.3) Requirement already satisfied: scipy in /usr/local/lib/python3.10/dist-packages (from Sports2D) (1.10.1) Collecting anytree (from Sports2D) Downloading anytree-2.9.0-py3-none-any.whl (38 kB) Requirement already satisfied: opencv-python in /usr/local/lib/python3.10/dist-packages (from Sports2D) (4.8.0.76) Collecting mediapipe (from Sports2D) Downloading mediapipe-0.10.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (33.5 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 33.5/33.5 MB 39.3 MB/s eta 0:00:00 Requirement already satisfied: matplotlib in /usr/local/lib/python3.10/dist-packages (from Sports2D) (3.7.1) Collecting PyQt5 (from Sports2D) Downloading PyQt5-5.15.9-cp37-abi3-manylinux_2_17_x86_64.whl (8.4 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 8.4/8.4 MB 82.6 MB/s eta 0:00:00 Requirement already satisfied: statsmodels in /usr/local/lib/python3.10/dist-packages (from Sports2D) (0.14.0) Requirement already satisfied: python-dateutil>=2.8.1 in /usr/local/lib/python3.10/dist-packages (from pandas>=1.5->Sports2D) (2.8.2) Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas>=1.5->Sports2D) (2023.3) Requirement already satisfied: six in /usr/local/lib/python3.10/dist-packages (from anytree->Sports2D) (1.16.0) Requirement already satisfied

Run Analysis Error in Collab

Hello David,

I tried running Sports2D using Collab but I encountered this error:

Joint Angle Overlay Video Issue

For some reason, the joint angle annotations appear sped up and 'chopped up' during playback. Is there a specific format or setting that optimizes the video output for smooth playback?

Results from Vertical Movement instead of Left to Right

I was also wondering if the Sports2D model can still accurately track and analyze such vertical dynamics (Warning section says it's only lateral). Also are there any specific parameters/settings that I can change to get the accurate coordinates/joint angles from a vertical movement?

Face + hands

Hi, your work is much appritiated, but do you plan to add hands + facial keypoints?

or at least guide on how to do it?

Thanks
Best regards

Colab wrong command?

Hi @davidpagnon
I've checked your colab notebook placed here
and i found that it might have some wrong command! (not sure if the openpose is checkedout to specific tag or not)

!sed -i 's/execute_process(COMMAND git checkout master WORKING_DIRECTORY ${CMAKE_SOURCE_DIR}/3rdparty/caffe)/execute_process(COMMAND git checkout f019d0dfe86f49d1140961f8c7dec22130c83154 WORKING_DIRECTORY ${CMAKE_SOURCE_DIR}/3rdparty/caffe)/g' openpose/CMakeLists.txt

This line of code do noting actually!

here is my clone of openpose (today) without checkout, and i can see that openpose/CMakeLists.txt containes lines with git checkout master but all of them are commented out!

either this command is not needed or needs to be modified for replacing the 1807aad with f019d0d for caffe!

Also does it needs to install opencv as a requirement?( i think the openpose > V1.6.0 do not needs the opencv while with the available code on a native ubuntu system, it askes for opencv while making it with the default CMakeList.txt file!

Thanks
Best regards

Alphapose

Hello, just wondering when will the version of alphapose release?
Sincerely asking, thank you.