README-TRAIN.md

How to retrain your model?

• from sklearn used MLPClassifier to train nn model
• used adam solver
• hidden_layer_sizes=(500,100,50)
• 50 iterations

Which dataset did you use?

• https://www.kaggle.com/kishanj/music-notes-datasets
• https://drive.google.com/drive/folders/1PcE_TjSE17Qnl1sY5YFZTFoH3pJ8hn8N
• https://drive.google.com/drive/folders/1SjHL2cPx80TUwsnqLZ0Ht--Uc9_FqAFs
• about 67066 images

How much time does it take?

• 759 seconds (including training and loading the dataset)
• accuracy: 98%

What Hardware were you using for training?

• Windows 10 Home 64-bit (WSL2 Ubuntu 20.04)
• Intel Core i7 7700HQ @ 2.80GHz
• ram 16.0GB @ 1196MHz
• 4095MB NVIDIA GeForce GTX 1050 Ti