Wilson

Puffy Eyes

Object Detection

Puffy Eyes Image Dataset

v3

Dark Circle

Generated on Apr 11, 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 75%
850Images
Valid Set 23%
259Images
Test Set 2%
17Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±6° Vertical
Grayscale: Apply to 20% of images
Saturation: Between -22% and +22%
Exposure: Between -12% and +12%