school

test-make

Object Detection

test-make Image Dataset

v3

2023-10-25 12:24pm

Generated on Oct 25, 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 79%
2659Images
Valid Set 13%
450Images
Test Set 7%
237Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 25% of images
Bounding Box: Rotation: Between -5° and +5°
Bounding Box: Shear: ±4° Horizontal, ±4° Vertical