https://github.com/simranjeet97/google-quick-draw

Quick Draw
https://github.com/simranjeet97/google-quick-draw

convolutional-neural-network draw google google-compute-engine google-quick-draw googlecloud javascript keras keras-tensorflow machine-learning numpy pandas python python-quick-draw quickdraw quickdraw-dataset

Last synced: 11 months ago
JSON representation

Quick Draw

• Host: GitHub
• URL: https://github.com/simranjeet97/google-quick-draw
• Owner: simranjeet97
• License: mit
• Created: 2020-09-01T20:34:24.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2020-09-01T20:36:40.000Z (over 5 years ago)
• Last Synced: 2025-01-14T03:43:39.289Z (about 1 year ago)
• Topics: convolutional-neural-network, draw, google, google-compute-engine, google-quick-draw, googlecloud, javascript, keras, keras-tensorflow, machine-learning, numpy, pandas, python, python-quick-draw, quickdraw, quickdraw-dataset
• Language: Jupyter Notebook
• Homepage:
• Size: 226 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# QUICK DRAW - GOOGLE DOODLGE RECOGNITION CLONE OR SKETCHER

Google's Doodle Quick Draw! implementation using Python and Machine Learning along with Convolutional Neural Network 🛑.

![Screenshot](Freebirds_Crew.png)

Link - https://www.youtube.com/watch?v=2H0tSHGK_CU

Explained all about Quick Draw -

• Architecture

• Data Pre-Processing and Data Manipulation

• Activation Functions ( RELU and Sigmoid )

• Convolutional Neural Network

• Max Pooling

• Fully Connected Layers

• Flaterning

Note - If Computational power is not enough to train the model on 10-12 Doodled images or .npy files.

Download .npy Files - https://bit.ly/2P7TDut

Quickdraw API for accessing the Quick Draw data that downloads the data files as and when needed, caches them locally and interprets them so they can be used.

API - https://bit.ly/2DkRCbz

Watch the Full Vidoe and Like Share and Subscribe our YouTube Channel.

YouTube Channel - https://www.youtube.com/channel/UC4RZP6hNT5gMlWCm0NDzUWg?view_as=subscriber?sub_confirmation=1

Connect with us:

[](https://www.youtube.com/channel/UC4RZP6hNT5gMlWCm0NDzUWg?view_as=subscriber?sub_confirmation=1)

[](https://twitter.com/CrewFreebirds)

[](https://www.linkedin.com/in/simranjeet-singh-ab8071153/)

[](https://www.instagram.com/freebirdscrew/)