khu

졸졸졸작

Object Detection

졸졸졸작 Image Dataset

v2

2023-06-03 6:02pm

Generated on Jun 3, 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 87%
1908Images
Valid Set 6%
134Images
Test Set 6%
139Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%

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