YL1101 Dataset

v5

2023-11-02 5:14pm

Generated on Nov 2, 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 92%
1080Images
Valid Set 8%
99Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 1920x1080

Augmentations

Outputs per training example: 3
Brightness: Between -30% and +30%
Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels