Project2

SoftwareProject2

Object Detection

SoftwareProject2 Image Dataset

v1

2023-12-07 11:27pm

Generated on Dec 8, 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 95%
995Images
Valid Set 3%
29Images
Test Set 2%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1600x1280

Augmentations

Outputs per training example: 2
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Blur: Up to 8.75px
gp
Street
9900 images
dog-FxIq-people-dog-FxIq-dog-active-SLrE-eDtn
822 images