If anyone is up for creating a car number plate detector based on machine learning (such as neural networks), tons of images for training is required. There is good amount of data available online for training number plate detectors. However, here's a problem - they do not work very well with Bangladeshi number plates; it's because Bangladeshi number plates are quite different from British, American, or even Indian ones. Images of Bangladeshi number plates are extremely limited on Google, and no dataset containing such images is publicly available. This calls for the need of creating a dataset containing photos of Bangladeshi number plates, which will be released publicly for free. This is intended to help everyone from beginners to machine learning to data scientists. Our work is intended to be primarily used for training neural networks.
To create a good dataset, the data needs to be diverse and distinguishable. Too similar data can be misleading to a neural network. Here ar