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  2. README.md +31 -3
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README.md CHANGED
@@ -1,3 +1,31 @@
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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: mit
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+ ---
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+
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+ # Gran Turismo 4 Multiplayer Data - Upsampler
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+
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+ This dataset contains video and action labels of 1v1 races in the PS2 game Gran Turismo 4 for upsampling purposes.
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+
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+ It was used to train the multiplayer world model [Multiverse](https://huggingface.co/Enigma-AI/multiverse).
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+
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+ Note: this code is only used to train an upsampler model to increase the frame resolution and details from 35x53 to 350x530.
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+
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+ ### Data Structure
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+
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+ The dataset is comprised 1v1 races footage at 1 fps, split into `.hdf5` files.
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+
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+ Each frame has a shpae of (350, 530, 6), representing 2 RGB frames stacked together along the channel axis. As can be seen in the following figure:
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+
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+ <img src="https://cdn-uploads.huggingface.co/production/uploads/64df79dd288ed5cc730f0668/j1melysX9Jxc0Yg81phhl.png" width="300">
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+
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+ And the two player action is an array of size (66) in the following structure:
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+
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+ | Player | Range | Control | Meaning |
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+ |:--------|:-------|:---------------|:---------------------------------------------|
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+ | Player 1| 0–10 | Gas | 0 = no gas, 10 = max gas |
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+ | Player 1| 11–21 | Brake | 11 = no brake, 21 = max brake |
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+ | Player 1| 22–32 | Steering | 22 = max left, 27 = straight, 32 = max right |
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+ | Player 2| 33–43 | Gas | 33 = no gas, 43 = max gas |
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+ | Player 2| 44–54 | Brake | 44 = no brake, 54 = max brake |
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+ | Player 2| 55–65 | Steering | 55 = max left, 60 = straight, 65 = max right |
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+
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