Hongik University

Fusion

Object Detection

Fusion Image Dataset

v9

2023-09-10 4:38pm

Generated on Sep 10, 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.
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Dataset Split

Train Set 92%
13478Images
Valid Set 8%
1135Images
Test Set %
0Images

Preprocessing

Resize: Fit within 640x480

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
traffic-sign-light
4557 images
traffic-sign-light-baxQ
4482 images
trafficlight
1920 images