This project contains scripts to generate jpg images containing dots, lines and other geometric features. Your goal is to develop code that can accurately count these geometric features. You are encouraged to contribute your solution to this repo for the benefit of other developers.
You will need:
- R installed with packages plotrix, optparse
cd Scripts/ProduceSyntheticData
Rscript DrawDots.R -o ../../Data/Synthetic/Dots/train -c train.csv -n 800 -r 1 -R 5 -s 123
Note: the CSV file train.csv under ../../Data/Synthetic/Dots/train labels each image according to the number of dots
Rscript DrawDots.R -o ../../Data/Synthetic/Dots/test -c test.csv -n 200 -r 1 -R 5 -s 234
- Fork this repo
- Put your solution under directory Y/X where X is a name of your choice. Provide a README.md file that describes yopur solution, the software dependencies and how to install them, and a step by step description on how to run your solution. Use template Z as an example.
- Create a pull request
The best solution has the lowest variance = sum (num of circles detected - number of circles)^2