ryanlinjui/darkchess-robot-eye-VGGNet

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