yiyuan

findpin5

Object Detection

findpin5 Image Dataset

v1

2022-10-17 12:36pm

Generated on Oct 17, 2022

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 94%
314Images
Valid Set 3%
10Images
Test Set 3%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1600x1200

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 10% of images
Brightness: Between -10% and +10%