JeungOk

NEWPROJECT

Object Detection

NEWPROJECT Image Dataset

v3

2022-09-21 5:41pm

Generated on Sep 21, 2022

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 92%
4119Images
Valid Set 4%
158Images
Test Set 4%
186Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -45° and +45°
Brightness: Between -30% and +30%
Noise: Up to 4% of pixels
gpgp
1028 images
wastes
1875 images
T11
pre-goods
9187 images
retail-products-hXQI
2540 images