public

gmes

Object Detection

gmes Image Dataset

v6

2021-08-28 2:26pm

Generated on Aug 28, 2021

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.
Other Formats
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Dataset Split

Train Set 70%
990Images
Valid Set 20%
281Images
Test Set 10%
139Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Grayscale: Applied

Augmentations

Outputs per training example: 1
Saturation: Between -25% and +25%