---
library_name: keras
license: mit
pipeline_tag: image-classification
---

> This is **Experimental** / **Deprecated model**, please visit https://huggingface.co/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 [AlexNet](http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf) and [LeNet](https://yann.lecun.com/exdb/publis/pdf/lecun-98.pdf), with modifications to theirs architecture and parameters.

<details>
  <summary>Click me</summary>
  
  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/64e8245d2c506d28d480fb46/vS1TQNTTTtYDb0i9nf6Jq.png)

</details>


## Evalution Stat
TBA

## Training hyperparameters

The following hyperparameters were used during training:

| Hyperparameters | Value |
| :-- | :-- |
| name | Adam |
| learning_rate | 0.0010000000474974513 |
| decay | 0.0 |
| beta_1 | 0.8999999761581421 |
| beta_2 | 0.9990000128746033 |
| epsilon | 1e-07 |
| amsgrad | False |
| training_precision | float32 |