Nara atthama

AVTOLD

Object Detection

AVTOLD Image Dataset

v2

2023-05-31 11:53am

Generated on May 31, 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 95%
183Images
Valid Set 4%
7Images
Test Set 2%
3Images

Preprocessing

Resize: Stretch to 640x480

Augmentations

Outputs per training example: 3
Saturation: Between -10% and +10%
Blur: Up to 0.25px
Bounding Box: Brightness: Between -5% and +5%
frt
tank
176 images
uav
mot
tank
185 images
mot
mark
1277 images
mot
tank-u0eW
193 images
uav
tank-uav-tree-mark-neo-people
178 images