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deneme1

Object Detection

deneme1 Image Dataset

v4

2023-12-10 3:03pm

Generated on Dec 10, 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.
Other Formats
Choose another format.

Dataset Split

Train Set 81%
4944Images
Valid Set 12%
720Images
Test Set 8%
471Images

Preprocessing

Resize: Stretch to 416x416
Modify Classes: 0 remapped, 3 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 2
Shear: ±0° Horizontal, ±17° Vertical
Saturation: Between -10% and +10%
Brightness: Between -15% and +15%
Exposure: Between -8% and +8%