304

0827

Object Detection

0827 Image Dataset

v24

2023-09-12 7:59pm

Generated on Sep 12, 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 92%
111Images
Valid Set 8%
10Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 1080x1080

Augmentations

Outputs per training example: 3
Rotation: Between -25° and +25°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical