TIP

Rice Insects

Object Detection

Rice Insects Image Dataset

v5

2022-10-25 10:33pm

Generated on Oct 25, 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 80%
3074Images
Valid Set 10%
388Images
Test Set 10%
382Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 22% Maximum Zoom
Rotation: Between -16° and +16°