A CNN based drawing recognition model which will take a handmade drawing as input and classify it under certain categories.

Application

• It will help kids learning sketching and improve their learning style
• Will help hearing impaired people to draw their immediate needs ,so that the nearby people can understand their feelings.
• Game design
• Education

Technology and tools:

• Deep learning Model : CNNs network
• IDE: Google colab , Pycharm
• Language: Python
• Datasets – Google quickdraw dataset
• Libraries used: Tensorflow 2.4.0, Keras 2.4.3
• Front end: Html,CSS,JS
• Backend: Django

dataset : https://github.com/googlecreativelab/quickdraw-dataset