image increase

Object Detection

image increase Image Dataset

v5

2023-08-08 12:09am

Generated on Aug 7, 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 96%
108Images
Valid Set %
0Images
Test Set 4%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -11° and +11°
Shear: ±15° Horizontal, ±0° Vertical
Saturation: Between -13% and +13%
Brightness: Between -8% and +8%