oilpalmffb2 Dataset

v3

2022-08-09 11:45pm

Generated on Aug 9, 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%
8280Images
Valid Set 8%
788Images
Test Set 4%
394Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
palm-fruit
4310 images
Palm-Oil-FFB
3942 images
kelapa-sawit
4339 images
palm
4379 images
kelapa-sawit
4160 images