ameni

object detectiion

Object Detection

object detectiion Image Dataset

v4

2024-06-28 12:43pm

Generated on Jun 28, 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%
3207Images
Valid Set 8%
306Images
Test Set 4%
151Images

Preprocessing

Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 3% Minimum Zoom, 27% Maximum Zoom
Rotation: Between -0° and +0°