RoundaboutPortland66th

Portland-66th-Detection

Object Detection

Portland-66th-Detection Image Dataset

v8

2024-04-20 11:39pm

Generated on Apr 21, 2024

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%
1830Images
Valid Set 8%
157Images
Test Set 3%
55Images

Preprocessing

Auto-Orient: Applied
Filter by Tag: 0 required, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -9° and +9°
Brightness: Between -20% and +20%
Blur: Up to 2.5px
Noise: Up to 1.13% of pixels