weison

weison_2st_project

Object Detection

weison_2st_project Image Dataset

v3

2024-01-26 5:24pm

Generated on Jan 26, 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.
Other Formats
Choose another format.

Dataset Split

Train Set 88%
171Images
Valid Set 8%
16Images
Test Set 4%
7Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -39° and +39°
Grayscale: Apply to 25% of images
Exposure: Between -9% and +9%
Blur: Up to 2.5px