This is a submission for the Cloudflare AI Challenge.
What I Built
Generate a printable coloring canvass in PDF format based on
any themes, genres powered by Artificial Intelligence.
Demo
https://illah-creatives.pages.dev/
Step 1
Step 2
Step 3
Sample outputs
Promt of Cyberpunk Motorcycle hero will generated this
Prompt of Lion, Bear, Wolf and Owl will generate this.
My Code
Web App
https://github.com/MarkMatute/illah-creatives
Microservices
https://github.com/MarkMatute/illah-creatives-text-generator
https://github.com/MarkMatute/illah-creatives-image-generator
https://github.com/MarkMatute/illah-creatives-art-assistant
Journey
I am currenlty in the journey of learning and exploring Machine Learning and Artificial Intelligence when I came accross the post. With this momentum I decided to pick a simple project that me or my family can use.
With this project that can generate almost unlimited pages of coloring books with any themes you want or based on who you are, or whatever preferences you have.
With this project, I learned alot about different type of models and how to leverage them. It also exposed me from what I do not know as of the moment, like proper prompting etc. Also opened doors for me to use Cloudflare more than its normal use case. The platform itself trully is cool! I am just proud to come up with this idea that surely some people can enjoy.
Tasks types used:
Text-To-Image
Theme to canvass cover image
Each themes to coloring page image
Text-Generation
Illah’s chat assistant that focuses on generating themes
for user
Cool canvass titles that matches context with generated
themes
Cool names for generated canvass pages
Models used:
@hf/mistral/mistral-7b-instruct-v0.2
@cf/meta/llama-2-7b-chat-fp16
@cf/stabilityai/stable-diffusion-xl-base-1.0
Improvements for this project:
Parallel generation of each canvass page for faster processing
More tailored chat assistant, not only for generating themes but also for more tasks.
To add an image to image generation of canvasses
Multiple Models and/or Triple Task Types
Models used:
@hf/mistral/mistral-7b-instruct-v0.2
@cf/meta/llama-2-7b-chat-fp16
@cf/stabilityai/stable-diffusion-xl-base-1.0
