seokwoolee

right3

Object Detection

right3 Image Dataset

v2

2023-04-29 6:37pm

Generated on Apr 29, 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%
8919Images
Valid Set 8%
847Images
Test Set 4%
440Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -30° and +30°
Shear: ±20° Horizontal, ±10° Vertical
Grayscale: Apply to 9% of images

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