RMUTT

Project

Object Detection

Project Image Dataset

v4

2023-09-26 11:53pm

Generated on Sep 26, 2023

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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 78%
514Images
Valid Set 19%
123Images
Test Set 3%
18Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 2
Grayscale: Apply to 25% of images
Blur: Up to 2.5px
Noise: Up to 5% of pixels
cars dog motorcycle person
1948 images
car
car
car
8263 images
cat-dog-person-car-bike
285 images