laith

any

Object Detection

any Image Dataset

v5

suiiiiiiiiii

Generated on May 16, 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.
Other Formats
Choose another format.

Dataset Split

Train Set 88%
1203Images
Valid Set 6%
83Images
Test Set 6%
88Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 720x480
Modify Classes: 6 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 20% of images
Blur: Up to 1.5px
Noise: Up to 3% of pixels

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