DIGIT RECOGNIZER

In this project Simple handwritten degit recognizer is created using python

How To Install and Run the program.

• For Windows Users

To Run project

powershell
> git clone https://github.com/swapnillondhe24/digit_recognizer .\Digit_Recognizer
> Explorer Digit_Recognizer

1. Open Capture.png in paint.
2. In powershell Run Predictor_live.
3. keep drawing and Ctrl+Z to clear and draw again.

To Generate Dataset for project

1. Open Capture.png in paint.
2. In Powershell Run screencapture.py
3. Keep drawing the digit told in powershell withing the given interval. use Ctrl+Z for clearing screen
4. By default the program is set to capture 50 images for each digit.
5. Once all the images are captured. Verify images by visiting Orig_images folder and respective digit folders.
6. Run gen_dataset.py and wait for generation of dataset.csv file
7. Run svm_starter.py,

tweak the SVM parameters and model name if required for better results. Do share your tweaked parameters by branching or creating pull request

8. Once model is generated run the project by above method.