Kamonchanok

ooo

Object Detection

ooo Image Dataset

v1

2023-11-07 2:58pm

Generated on Nov 7, 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.
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Dataset Split

Train Set 82%
6894Images
Valid Set 12%
985Images
Test Set 6%
492Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Bounding Box: Exposure: Between -25% and +25%
AS
G
Person-Helmet
4924 images
person
4924 images
person-hat
4924 images
HJGHIHJI
4924 images