chess-vision-lab/README.md at master · JacekMaksymiuk/chess-vision-lab · GitHub

Classification of handwritten chess move records

The model recognizes written text using the AlexNet architecture.

You can test the model's performance at ChessVisionLab.com

Create environment for train and evaluate model

Clone chess-vision-lab repo

git clone https://github.com/JacekMaksymiuk/chess-vision-lab && cd chess-vision-lab

Prepare env: unzip dataset and create necessary folders
```
make install
```

Train and validate model

Run console in docker
```
make console
```
Start training in console
```
../bin/train.sh
```

Runs the classification for the given images of handwritten moves

Run console in docker
```
make console
```
Start training in console
```
../bin/train.sh
```