JeungOk

NEWPROJECT

Object Detection

NEWPROJECT Image Dataset

v11

2023-08-30 5:31pm

Generated on Aug 30, 2023

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 83%
3177Images
Valid Set 9%
328Images
Test Set 8%
321Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -45° and +45°
Cutout: 11 boxes with 7% size each
Bounding Box: Flip: Horizontal, Vertical
gpgp
1028 images
wastes
1875 images
T11
pre-goods
9187 images
retail-products-hXQI
2540 images