To clone this responsibility, run
$user git clone https://github.com/huynhtuan17ti/MNIST
To install all required python library for this project, run
$user pip install -r requirements.txt
To retrain CNN model, run
$user python train.py --batch_size 150 --lr 0.001 --epochs 6 --log_interval 90 --save True
$user python train.py -h for more details
To predict on test set (10000 images) on CNN model and KNN model, run
$user python inference.py --n_neighbors 1 --arith_ratio 100
$user python inference.py -h for more details
An inference result:
