xinying li

red

Object Detection

red Image Dataset

v21

2023-09-19 2:38pm

Generated on Sep 19, 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%
879Images
Valid Set 7%
70Images
Test Set 6%
59Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 1 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -4% and +4%
Noise: Up to 1% of pixels
Bounding Box: Brightness: Between -11% and +11%