djokester

Detection

Object Detection

Detection Image Dataset

v1

2023-12-19 1:35am

Generated on Dec 18, 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.
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Dataset Split

Train Set 88%
123Images
Valid Set 6%
8Images
Test Set 6%
9Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 20% of images
Noise: Up to 3% of pixels
KYC
Documents
453 images
Pan-aadhar-driving-licence-etc
1919 images
government-docs
1919 images