FYP

image

Object Detection

image Image Dataset

v7

2022-12-18 1:58pm

Generated on Dec 18, 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 90%
75Images
Valid Set 6%
5Images
Test Set 4%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 512x512

Augmentations

Outputs per training example: 3
Shear: ±23° Horizontal, ±24° Vertical
Bounding Box: Rotation: Between -40° and +40°