JARVIS

ImgRec Final

Object Detection

ImgRec Final Image Dataset

v4

2023-05-27 2:29pm

Generated on May 27, 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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 85%
3152Images
Valid Set 10%
362Images
Test Set 5%
183Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 447x600

Augmentations

Outputs per training example: 3
Grayscale: Apply to 1% of images
Blur: Up to 0.25px
12345
1668 images
airplane-banana-christmastree
74 images
Objects
300 images