Seoultech University

ConIT

Object Detection

ConIT Image Dataset

v2

2023-05-12 3:36pm

Generated on May 12, 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 60%
3Images
Valid Set 20%
1Images
Test Set 20%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
worker-truck-excavator
120 images
worker-truck-excavator-w4Kr
120 images
worker-excavator-truck
1640 images