Image Recognition

MDP-Arrow

Object Detection

MDP-Arrow Image Dataset

v4

2023-09-11 11:01am

Generated on Sep 11, 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 88%
1025Images
Valid Set 8%
93Images
Test Set 4%
46Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Bounding Box: Brightness: Between -35% and +35%
Bounding Box: Exposure: Between -20% and +20%
Bounding Box: Blur: Up to 1.5px