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