Pattapon Suwannawat

Save the Earth

Object Detection

Save the Earth Image Dataset

v1

ML_Mid_Project_V1

Generated on Feb 13, 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 88%
483Images
Valid Set 4%
23Images
Test Set 8%
46Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1108x1108

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%
Blur: Up to 2px
Noise: Up to 5% of pixels