zeinab beigi

star recognization

Object Detection

star recognization Image Dataset

v6

2023-06-28 6:44am

Generated on Jun 28, 2023

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 87%
594Images
Valid Set 8%
56Images
Test Set 5%
31Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 3% Maximum Zoom
Shear: ±4° Horizontal, ±4° Vertical
Grayscale: Apply to 60% of images
Hue: Between -43° and +43°
Brightness: Between -9% and +9%
Exposure: Between -8% and +8%