Abdu

3cnew

Object Detection

3cnew Image Dataset

v1

2023-03-04 12:58pm

Generated on Mar 4, 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 93%
1563Images
Valid Set 6%
97Images
Test Set 2%
29Images

Preprocessing

Resize: Stretch to 1080x1080

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 13% of images
Hue: Between -21° and +21°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -16% and +16%
Mosaic: Applied
Bounding Box: Blur: Up to 4.75px

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