mdb

cont

Object Detection

cont Image Dataset

v1

2023-10-15 4:08pm

Generated on Oct 15, 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 90%
3921Images
Valid Set 8%
347Images
Test Set 2%
86Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Exposure: Between -28% and +28%
Blur: Up to 1.25px
Bounding Box: Brightness: Between 0% and +10%

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