Converted the markdown to html using dillinger.io

Tasks

1. First Task PNG resolution increase from stable diffusion will pick by Ayush Panta
2. PNG high logo to SVG conversion will pick by Anish Manandhar and Ayush Panta

• Current Tools and Challenges

•         Discuss limitations of existing raster-to-vector conversion methods.

·         Technology Exploration

•         Review potential algorithms, tools, and AI approaches for vectorization.

·         Current Progress

•         Status update of current research and development if any.

SVG

What is SVG?

Scalable Vector Graphics is like a HTML for 2D graphics which differ from raster images. It consists of XML

The Raster graphics becomes blur after scaling it in. In contrast, the vector graphics can be zoomed in and out without blurring without losing the resolution.

Can made responsive with the help of css as well

Making svg complex

<path d= > is used to make the svg complex and helps in mimicking the pen strokes where d stands for draw

Note: Bezier curves are parametric curver
In vector graphics, they are used to make a smooth model curve which can be scaled indefinitely
Commonly used as a path

SVG images do not have a fixed resolution

Vectorization

Blog

A.k.a Image tracing

Vectorization -> to take minecraft style raster images to crisp looking image known as vector

The algorithms hence mentioned are:

• Bilinear Interpolation
• Gradient Descent
• Parametric Splines

<svg d=" >

#todo

Search about :- Bilinear Interpolation and nearest neighbour , vector wrap

Vector Interpolation , Image Interpolation

vtrace
https://github.com/visioncortex/vtracer

Some interesting topics to explore around:

1. https://github.com/artBoffin/GAN-XML-Fixer
2. DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation. Deep Learning Approaches
   techniques for image vectorization

Something that I would like to know is gradient in vector images