catchacloud

Inspiration

As kids we've all recognized objects in clouds, but now our brains lack the imagination to do so :(

What it does

Here is a deep learning model (trained on many doodles) deployed on a webapp to help you boost your creativity, it recognises a shape, makes a story out of whatever it recognises and reads it out to you

How we built it

We built a custom CNN model, trained on google quickdraw dataset

Challenges we ran into

The dataset was too big to train on its own, had to use keras data generator converting the keras model to ml5js compatible .json model

Accomplishments that we're proud of

• bringing creative construct to an idle habit
• making a demo video in 10 minutes!!

What we learned

• Integrations with ml5js and tracery
• Keras data generation for large datasets
• to take a chill-pill

What's next for catchacloud

• Text to Speech synthesis using celebrity voices
• An interactive story game

Built With

• css
• html5
• javascript
• ml5js
• p5.js
• python
• tracery.js