laith

any

Object Detection

any Image Dataset

v12

2023-05-27 3:13pm

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.
Other Formats
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Dataset Split

Train Set 76%
1118Images
Valid Set 15%
222Images
Test Set 9%
126Images

Preprocessing

Resize: Stretch to 640x400
Modify Classes: 6 remapped, 46 dropped

Augmentations

Outputs per training example: 2
Grayscale: Apply to 15% of images
Blur: Up to 2px
Noise: Up to 3% of pixels

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