synthetic-data-gen 0.1.2

A package for generating synthetic data, using labelme and generating synthetic images.

Download the dataset:

kaggle datasets download -p microorganism-dataset sebastianjrz/microorganism-dataset --unzip

Files:

File Name	Description
data_generation_yolo_backgrounds.py	Script to generate synthetic data using YOLO format
create_input_images_from_labelme.py	Script to extract labelme polygons into foreground images
dataset_mixer.py	Script to mix multiple datasets into one (eg. synthetic images and real images)
labelme_to_yolo_extractor.py	Script to convert labelme polygons into YOLO format (eg. use as additional real images)
train_model.py	Script to train a model using synthetic and real data (using the dataset_mixer.py script internally)