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- ## Examples
 
 
 
 
 
 
 
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- | Image | Examples |
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- | ----------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
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- | <img src="assets/demo1.png" width="300"/> | **Describe the image.**<br>A top-down view of a sidewalk with the word "ROW" in orange spray paint on the left side. A red fire lane symbol is below the word in the middle. A line is on the right side of the sidewalk, going up vertically. A metal strip is on the left side of the sidewalk, going horizontally. Dirt is on the ground in front of the sidewalk. |
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- | <img src="assets/demo2.png" width="300"/> | **Describe the image.**<br>A low-angle view of a golden statue of a woman on top of a golden horse and a golden chariot. The woman is facing the right side of the image. She is holding a golden bird in her right hand and a golden shield in her left hand. She is wearing a golden robe with a golden belt around her waist. She is wearing a golden helmet on her head. She is holding a golden staff in her right hand and her left hand is raised up above her head, palm facing forward. The woman is wearing a golden crown on her head. The horse is facing the left side of the image. |
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  ```
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  .x+=:.
 
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+ ### Training hyperparameters
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+ The following hyperparameters were used during training:
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+ - learning_rate: 2e-05
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+ - batch_size: 2
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+ - gradient_accumulation_steps: 4
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+ - total_train_batch_size: 8
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+ - num_epochs: 3
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  ```
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  .x+=:.