Security Pitch

Merge

Object Detection

Merge Image Dataset

v1

2023-09-25 2:54pm

Generated on Sep 25, 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 94%
19162Images
Valid Set 4%
891Images
Test Set 2%
366Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 57% of images
Blur: Up to 3.5px
person-clothesColors-misc
7384 images
belongings
3736 images
PGC
TCC
EPIs
2889 images
openimages
500 images