Chips192

Detection

Object Detection

Detection Image Dataset

v15

2022-10-26 4:09pm

Generated on Oct 26, 2022

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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 91%
3158Images
Valid Set 6%
216Images
Test Set 3%
108Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x1280
Modify Classes: 1 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Blur: Up to 2px
MilTech
4690 images
FYP
tanks-persons-trucks-apcs
4467 images
Edu
Tank
412 images
tanks-trucks-person-apc
200 images
t34
tanks
801 images