surveillance

Dress Code

Object Detection

Dress Code Image Dataset

v3

2024-05-22 4:14am

Generated on May 22, 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.
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Dataset Split

Train Set 87%
2829Images
Valid Set 9%
280Images
Test Set 4%
136Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 20% of images
Noise: Up to 1.88% of pixels
inappropriate-clothes-Clothes
1360 images
Clothes-inappropriate-clothes-Clothes
1357 images
test2
400 images
shorts
339 images