jiaqi xu

last_robocup

Object Detection

last_robocup Image Dataset

v4

2024-05-06 11:26am

Generated on May 6, 2024

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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 82%
2762Images
Valid Set 12%
392Images
Test Set 6%
194Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -6° and +6°
H-Tank-Arm-Bridge-Bunker-Tent
3013 images
circle
184 images
UAV
UAV
bridge-tent-land-tank-arm-dibao
5001 images