College

major

Object Detection

major Image Dataset

v3

2024-01-08 11:04am

Generated on Jan 8, 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 92%
9249Images
Valid Set 7%
750Images
Test Set 0%
50Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Shear: ±5° Horizontal, ±10° Vertical
Brightness: Between -20% and +20%
Blur: Up to 1.5px
Noise: Up to 1.5% of pixels
Clothes-9FMC-ntWF-Clothes-hlKm-CUVr-Clothes-80lZ
1933 images
Clothes-hlKm
218 images
Clothes-hlKm-CUVr
218 images
Clothes-9FMC-ntWF-Clothes-hlKm-CUVr-Clothes-80lZ-8u2Y
1904 images
clothes-L3mi
1902 images