Test

Detection of comets

Object Detection

Detection of comets Image Dataset

v5

2024-01-30 12:14am

Generated on Jan 29, 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 94%
7693Images
Valid Set 4%
315Images
Test Set 2%
155Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1280x1280
Grayscale: Applied

Augmentations

Outputs per training example: 7
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 1.6px
Noise: Up to 1.68% of pixels