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dataset_maker's Introduction

Dataset Maker

Build Status

Labled data conversion:

Problem Method Import Export
Object Detection VGG ✔️ ✔️
YOLO ✔️ ✔️
COCO ✔️ ✔️
Pascal VOC ✔️ ✔️
Tensorflow Object Detection CSV ✔️ ✔️
OIDv4 ✔️ ✔️
IBM Cloud ✔️ ✔️
VoTT CSV ✔️ ✔️
CreateML ✔️ ✔️
Remo ✔️ ✔️
Instance Segmentation (Polygonal) VGG ✔️ ✔️
COCO ✔️ ✔️
Remo ✔️ ✔️
Sematic Segmentation (Pixelwise/RLE) COCO ❌ ❌
Pascal VOC ❌ ❌

Conversion script can be aceess using the following

python datasetmaker/scripts/localisation_format_conversion.py image_dir annotation_dir download_dir in_format out_format

For example:

python datasetmaker/scripts/localisation_format_conversion.py images annotations new_annoations COCO YOLO

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