SohuTVIndex

Hackathon-1

Object Detection

Hackathon-1 Image Dataset

v4

2023-05-09 2:49pm

Generated on May 9, 2023

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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%
864Images
Valid Set 8%
81Images
Test Set 4%
44Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Blur: Up to 1.5px
Cutout: 3 boxes with 10% size each
Mosaic: Applied