metadata
library_name: keras
license: mit
pipeline_tag: image-classification
datasets:
- ryanlinjui/darkchess-board
- ryanlinjui/darkchess-single
Model description
This model serves as the Eye of Darkchess Robot, used to recognize the real-world Darkchess board.
For more imformation, please visit: https://github.com/ryanlinjui/darkchess-robot
Architecture
Based on VGGNet, with modifications to its architecture and parameters.
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Intended uses & limitations
Intended uses
- Darkchess Image Classification.
- Darkchess Board Image Recognition.
Limitations
- Specifically for Darkchess Robot.
- Non-directly used, preprocessing is necessary.
Training hyperparameters
The following hyperparameters were used during training:
| Hyperparameters | Value |
|---|---|
| name | Adam |
| learning_rate | 9.999999747378752e-06 |
| decay | 0.0 |
| beta_1 | 0.8999999761581421 |
| beta_2 | 0.9990000128746033 |
| epsilon | 1e-08 |
| amsgrad | False |
| training_precision | float32 |