Data Synthesis pipeline to generate object detection data
Project description
Object Detection Data Synthesis
Data Synthesis pipeline to generate object detection data
How to run
Run with pip
pip install mdetsyn
And run in python file
from mdetsyn import run_synthesis
run_synthesis(
backgrounds_dir="./backgrounds",
objects_dir="./objects,
synthetic_save_dir="./synthesis",
synthetic_number=1000,
# class_mapping_path="./class_mapping.json",
# class_txt_path="./classes.txt"
)
Run with command line
python synthesis.py --backgrounds ./backgrounds --objects ./objects --savename ./synthesis --class_mapping ./class_mapping.json --number 1000
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