ghlerrix / DataAnalyze

Object-detection dataset analyze

Install

git clone https://github.com/Mortal0814/DataAnalyze.git
cd DataAnalyze
pip install -r requirements.txt

Usage

DataAnalyze

python analyze.py ${type} ${path} [--out ${out}]

• type The format of the dataset, optional 'coco' or 'voc'.
• path The path of dataset. If type is 'coco', the path is the json file path. If type is 'voc', the path is the path of the xml file directory.
• --out is the output directory, default is './out'

Example

python analyze.py coco ./tarin.json --out ./out/

python analyze.py voc ./xml/ --out ./out/

DataVisualize

python analyze.py ${type} ${path} [--out ${out}]

• type The format of the dataset, optional 'coco' or 'voc'.
• imgPath The images' path of dataset.
• labels The path of dataset. If type is 'coco', the path is the json file path. If type is 'voc', the path is the path of the xml file directory.
• --out is the output directory, default is './out'
• --thickness is thickness of the bbox.

Example

python visualize.py coco images/ ./tarin.json --out ./out/ --thickness 1 --textThickness 1

python visualize.py voc ./images/ ./xml/ --out ./out/ --thickness 1 --textThickness 1

Screenshot