plaif

object

Object Detection

object Image Dataset

v1

2024-03-06 12:15pm

Generated on Mar 6, 2024

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 87%
111Images
Valid Set 9%
11Images
Test Set 4%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -29° and +29°
Shear: ±26° Horizontal, ±32° Vertical
Brightness: Between -55% and +55%
Exposure: Between -36% and +36%
Noise: Up to 5.13% of pixels
Mosaic: Applied

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