JARVIS

ImgRec Final

Object Detection

ImgRec Final Image Dataset

v3

2023-05-27 1:28pm

Generated on May 27, 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 87%
371Images
Valid Set 8%
36Images
Test Set 5%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 447x600

Augmentations

Outputs per training example: 3
Grayscale: Apply to 50% of images
Blur: Up to 0.75px
12345
1668 images
airplane-banana-christmastree
74 images
Objects
300 images