Dataset Versions

v7

2023-09-23 9:51pm

Generated on Sep 23, 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 93%
1035Images
Valid Set 4%
41Images
Test Set 4%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Hue: Between -5° and +5°
Brightness: Between -10% and +10%
Blur: Up to 0.25px
Noise: Up to 1% of pixels

Similar Projects

See More