My solution of dirty/cleaned plates classification kaggle task
- download plates.zip from kaggle and decompress
- clone this repo
- decompress masks.zip
- insert into ./input/plates/plates masks folder
- create new folder ./input/plates/plates/aug
- (optional) create new telegram bot, start chatting with bot, copy token and your private chat id
- (optional) set notification variables in main notebook with your values
- run augmentations notebook to create custom augmentations
- run main notebook.
WARNING: this is a solution of extrasmall dataset task. For large datasets change augmentations split parameter.