Scientific Pictures
The easiest way to draw pictures in your paper, is imitation.
Firstly, you need to know what you will draw and what is the caption and conclusion you want to convey in the picture.
Look at the related work in your paper, glancing through every picture with a question in your mind: "can I use this picture (roughly) to illustrate my caption/conclusion?" Have at least two candidate pictures to refer.
Draw a sketch with your pen, mimicking the referred pictures and modify to suit your need.
Show your sketch to your co-authors with referred original pictures.
Draw it.
How to fail a scientific drawing?
Blurry image in the paper (Remedy: export to PDF)
Typos in text
Have large margins
Un-aligned lines and squares.
Inconsistent colors
Given a phrase in a picture, cannot find its appearance in main body of the paper.
....More to come
Useful links:
Neural Network Architecture: https://github.com/dair-ai/ml-visuals?tab=readme-ov-file
Simple Python Programs for Figure Creation: A simple code for plotting figure, colorbar, and cropping with python
Paper Picture Writing Code by MLNLP-World: https://github.com/MLNLP-World/Paper-Picture-Writing-Code
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