Manohar Kumar

Objects

Object Detection

Objects Image Dataset

v23

2024-03-12 6:35pm

Generated on Mar 12, 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 88%
357Images
Valid Set 9%
35Images
Test Set 4%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 800x600

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Grayscale: Apply to 21% of images
Brightness: Between -15% and +15%
Blur: Up to 2.5px