Hand written digits recognition. The dataset can be downloaded from the link below. Dataset - https://www.kaggle.com/c/3004/download-all
I have used KNN algorithm for the classification. The overall accuracy is close to 96%. For comparision, classification was also done using KMEANS algorithm and the accuracy was around 50%.
Following Libraries need to be installed(If already installed, then skip the below commands) In your command prompt run the following code
- pip install pandas
- pip install numpy
- pip install scikit-learn