Single digit predictor app that uses machine learning to predict the user painted digit

Flutter app powered by TensorFlow

• Uses MNIST dataset
• Pre trained model can be found in the assets
• Read the TFLite documentation before use

Feel free to fork and make changes and raise issues would love to collaborate

Please Read these before you start off

• https://pub.dev/packages/tflite
• https://towardsdatascience.com/a-basic-introduction-to-tensorflow-lite-59e480c57292

Resources

• Dataset: https://www.kaggle.com/datasets/alexanderyyy/mnist-patched-2022

• Pretrained Model: https://github.com/tensorflow/examples/blob/master/lite/examples/digit_classifier/ml/mnist_tflite.ipynb

• Kaggle notebook https://www.kaggle.com/code/yassineghouzam/introduction-to-cnn-keras-0-997-top-6