torresflo / tag-machine

A little Python application to auto tag your photos with the power of machine learning.

👋 Hello there

Welcome to my (modest) GitHub page!

I'm Florian, a senior gameplay programmer currently working at Sandfall Interactive (Montpellier, France). I previously worked at Ubisoft (Montpellier and Singapore) for 6 years.

I mainly code in C++, but I am trying new stuff and always learning. You will find here the different projects I am working and worked on. One of my lastest project is a fan game of Pokémon, try it out here!

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🎮 Published games I worked on

I worked on several games during my career, here there are!

At Sandfall Interactive:

• Clair Obscur: Expedition 33, not released yet. We just released the reveal trailer of the game, check it out here!

At Ubisoft:

• Beyond Good and Evil 2, not released yet (maybe one day?).
• Skull & Bones, released February 13, 2024.
• Tom Clancy's Ghost Recon Breakpoint, released October 4, 2019.
• Tom Clancy's Ghost Recon Wildlands, released March 7, 2017.

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⭐ My favorite games

Want to play something cool? Here are my personal bests!

⚔️ Tales of Symphonia               📅 2003
🧬 Pokémon Gold                     📅 1999
🪐 Halo 3                           📅 2007
🌌 Portal 2                         📅 2011
🎲 The Binding of Isaac Rebirth     📅 2014
🗡️ Dishonored 2                     📅 2016
📡 Titanfall 2                      📅 2016
🎓 Persona 5                        📅 2017

🕘 My Steam leaderboard

🎮 Recently played Steam games

🚀 Rocket League                    🕘 246 hrs 21 mins
🪐 Halo Infinite                    🕘 188 hrs 51 mins
🗡️ Baldur's Gate 3                  🕘 127 hrs 31 mins

🎮 Steam playtime leaderboard

🎲 The Binding of Isaac: Rebirth    🕘 458 hrs 46 mins
🚀 Rocket League                    🕘 246 hrs 21 mins
🌍 Terraria                         🕘 243 hrs 37 mins
🪐 Halo Infinite                    🕘 188 hrs 51 mins
🎪 Fall Guys                        🕘 133 hrs 27 mins

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📊 Some stats about my repositories (updated every week)

My GitHub Stats

⭐ Total Stars:                     75
➕ Total Commits:                   275
🔀 Total Pull Requests:             3
🚩 Total Issues:                    0
📦 Contributed to:                  0

Most Used Languages

C++            ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣄⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀ 43.64%
Python         ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀ 28.89%
HTML           ⣿⣿⣦⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀ 7.22%
JavaScript     ⣿⣿⣦⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀ 7.20%
CSS            ⣿⣿⣤⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀ 7.02%
C#             ⣿⣦⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀ 4.48%
Others         ⣦⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀ 1.55%

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📡 How to reach me

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💻 Random shortcut every day

In Visual Studio

Ctrl + R, A to Run All Tests

tag-machine's Issues

No module named 'PIL'

All requirements and modules have been installed in a separate environment, but when I finally run this it spits out the following issue: (folder chain replaced with stars, but contains no spaces in titles)

Traceback (most recent call last):
  File "C:\****\metadata_tagger\main.py", line 4, in <module>
    from UI.MainWindow import MainWindow
  File "C:\****\metadata_tagger\UI\MainWindow.py", line 2, in <module>
    from UI.PredictionItemModel import PredictionItemModel
  File "C:\****\metadata_tagger\UI\PredictionItemModel.py", line 2, in <module>
    from PIL.ImageQt import ImageQt
ModuleNotFoundError: No module named 'PIL'

Error saving tags

Issue writing tags to images:

Traceback (most recent call last):
  File "C:\Stable_Diffusion\metadata_tagger\UI\MainWindow.py", line 62, in onWriteTagsButtonClicked
    self.m_imageWriter.writeTagsFromPredictionsInImages(lastPredictions)
  File "C:\Stable_Diffusion\metadata_tagger\Model\ImageWriter.py", line 18, in writeTagsFromPredictionsInImages
    iptcInfo.save()
  File "C:\Stable_Diffusion\metadata_tagger\venv\lib\site-packages\iptcinfo3.py", line 627, in save
    return self.save_as(self._filename, options)
  File "C:\Stable_Diffusion\metadata_tagger\venv\lib\site-packages\iptcinfo3.py", line 633, in save_as
    logger.error('Source file %s is not a Jpeg.' % self._fob)
AttributeError: 'IPTCInfo' object has no attribute '_fob'. Did you mean: '_fobj'?

worked previously, tried a git pull, and a new git clone / install as well. Won't save tags any more.

Enhancement: Application slows down with previews

The application becomes very slow when loading folders with many files or large files. In my case it becomes complicated because I want to use the application to handle large amounts of images. Likewise it is not possible to resize the window in such a state.

Additional training / feedback

I've been looking for exactly this! I have a large collection of photos with existing tags. I wonder, is it possible to further train the default model with the existing tags in my images? And improve the model as from new tags that I manually add in future? Is the model updated with feedback when its suggestions are overridden by the user?