obj Detection

objectdetect

Object Detection

objectdetect Image Dataset

v2

2023-10-03 11:20am

Generated on Oct 3, 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 96%
10514Images
Valid Set 3%
316Images
Test Set 1%
137Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 480x360

Augmentations

Outputs per training example: 2
Flip: Horizontal
Blur: Up to 1px
Noise: Up to 3% of pixels