Aavash

tomato leaf dataset final test 1

Object Detection

tomato leaf dataset final test 1 Image Dataset

v5

2024-02-18 5:23pm

Generated on Feb 18, 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 90%
5757Images
Valid Set 8%
501Images
Test Set 2%
134Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 250x250

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -14° and +14°
Shear: ±12° Horizontal, ±15° Vertical
Saturation: Between -29% and +29%
Brightness: Between -24% and +24%
Blur: Up to 0.9px