johan bigh

tracker

Object Detection

tracker Image Dataset

v1

2023-04-13 5:02pm

Generated on Apr 13, 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 81%
4161Images
Valid Set 9%
462Images
Test Set 10%
542Images

Preprocessing

Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Rotation: Between -4° and +4°
Hue: Between -19° and +19°
Blur: Up to 1.5px
joh
personne
2791 images
enemy
6309 images
val
target
5850 images