Image Classification
Keras
TF-Keras

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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image/png

Intended uses & limitations

Intended uses

  • Darkchess Image Classification.
  • Darkchess Board Image Recognition.

Limitations

  • Specifically for Darkchess Robot.
  • Non-directly used, preprocessing is necessary.

How to use

TBA

Training and evaluation data

TBA

Training procedure

TBA

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
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Datasets used to train ryanlinjui/darkchess-robot-eye-VGGNet

Collection including ryanlinjui/darkchess-robot-eye-VGGNet