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@@ -154,26 +154,6 @@ The model was trained using an innovative multi-resolution approach:
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  - **Training duration**: 3+ epochs with multi-resolution scaling
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  - **Final resolution**: 512x512 pixels
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- ## 🛠️ Requirements
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-
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- - **Python 3.11.9 specifically** (newer versions are incompatible)
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- - PyTorch 1.10+
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- - Streamlit
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- - PIL/Pillow
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- - NumPy
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-
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- ## 🔧 Usage
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-
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- Setup the application and game by executing `setup.bat`. This installs the required virtual environment:
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- - Upload your own images or select from example images
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- - Choose different threshold profiles
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- - Adjust category-specific thresholds
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- - View predictions organized by category
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- - Filter and sort tags based on confidence
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- Use run_app.bat and run_game.bat.
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-
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  ## 🎮 Tag Collector Game (Camie Collector)
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  Introducing a Tagging game - a gamified approach to anime image tagging that helps you understand the performance and limits of the model. This was a shower thought gone to far! Lots of Project Moon references.
@@ -227,6 +207,26 @@ The interface is divided into three main sections:
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  ![Tag Results Example](images/tag_results_example.png)
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  ## 🧠 Training Details
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  ### Dataset
 
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  - **Training duration**: 3+ epochs with multi-resolution scaling
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  - **Final resolution**: 512x512 pixels
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  ## 🎮 Tag Collector Game (Camie Collector)
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  Introducing a Tagging game - a gamified approach to anime image tagging that helps you understand the performance and limits of the model. This was a shower thought gone to far! Lots of Project Moon references.
 
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  ![Tag Results Example](images/tag_results_example.png)
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+ ### 🛠️ Requirements
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+
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+ - **Python 3.11.9 specifically** (newer versions are incompatible)
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+ - PyTorch 1.10+
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+ - Streamlit
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+ - PIL/Pillow
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+ - NumPy
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+
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+ ### 🔧 Usage
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+
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+ Setup the application and game by executing `setup.bat`. This installs the required virtual environment:
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+
222
+ - Upload your own images or select from example images
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+ - Choose different threshold profiles
224
+ - Adjust category-specific thresholds
225
+ - View predictions organized by category
226
+ - Filter and sort tags based on confidence
227
+
228
+ Use run_app.bat and run_game.bat.
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+
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  ## 🧠 Training Details
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  ### Dataset