ACE

ACE - Dataset

Object Detection

ACE - Dataset Image Dataset

v2

2024-05-15 10:20pm

Generated on May 15, 2024

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 89%
2862Images
Valid Set 8%
268Images
Test Set 3%
101Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Exposure: Between -7% and +7%
Noise: Up to 0.69% of pixels
ACE
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577 images
Example
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coca
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Refresco
2500 images