├── .gitignore ├── .idea ├── Handwritten-Digit-Recognition-using-Deep-Learning.iml ├── inspectionProfiles │ └── profiles_settings.xml ├── misc.xml ├── modules.xml ├── other.xml └── vcs.xml ├── 1. K Nearest Neighbors ├── MNIST_Dataset_Loader │ ├── dataset │ │ └── ReadMe.txt │ └── mnist_loader.py ├── Test Data Confusion Matrix.png ├── Untitled.png ├── Validation Confusion Matrix.png ├── knn.py └── summary.log ├── 2. SVM ├── MNIST_Dataset_Loader │ ├── dataset │ │ └── ReadMe.txt │ └── mnist_loader.py ├── Test Data Confusion Matrix.png ├── Untitled.png ├── Validation Confusion Matrix.png ├── summary.log └── svm.py ├── 3. Random Forest Classifier ├── MNIST_Dataset_Loader │ ├── dataset │ │ └── ReadMe.txt │ └── mnist_loader.py ├── RFC.py ├── Test Data Confusion Matrix.png ├── Untitled.png ├── Validation Confusion Matrix.png └── summary.log ├── CNN_Keras ├── CNN_MNIST.py ├── Images │ ├── 2.png │ ├── 3.png │ └── 4.png └── cnn │ ├── __init__.py │ └── neural_network.py ├── LICENSE ├── MNIST_Dataset_Loader ├── dataset │ └── ReadMe.txt └── mnist_loader.py ├── Outputs ├── 0.png ├── 4.png ├── 5.png ├── 6.png ├── 7.png ├── 9.png └── output.png ├── README.md ├── Results ├── 1.png ├── 5.png └── 6.png ├── dataset.zip └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anujdutt9/Handwritten-Digit-Recognition-using-Deep-Learning/HEAD/.gitignore -------------------------------------------------------------------------------- /.idea/Handwritten-Digit-Recognition-using-Deep-Learning.iml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anujdutt9/Handwritten-Digit-Recognition-using-Deep-Learning/HEAD/.idea/Handwritten-Digit-Recognition-using-Deep-Learning.iml -------------------------------------------------------------------------------- /.idea/inspectionProfiles/profiles_settings.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anujdutt9/Handwritten-Digit-Recognition-using-Deep-Learning/HEAD/.idea/inspectionProfiles/profiles_settings.xml -------------------------------------------------------------------------------- /.idea/misc.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anujdutt9/Handwritten-Digit-Recognition-using-Deep-Learning/HEAD/.idea/misc.xml -------------------------------------------------------------------------------- /.idea/modules.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anujdutt9/Handwritten-Digit-Recognition-using-Deep-Learning/HEAD/.idea/modules.xml -------------------------------------------------------------------------------- /.idea/other.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anujdutt9/Handwritten-Digit-Recognition-using-Deep-Learning/HEAD/.idea/other.xml -------------------------------------------------------------------------------- /.idea/vcs.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anujdutt9/Handwritten-Digit-Recognition-using-Deep-Learning/HEAD/.idea/vcs.xml -------------------------------------------------------------------------------- /1. 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