AAST

Extra

Object Detection

Extra Image Dataset

v1

2023-09-17 12:08pm

Generated on Sep 17, 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.
Other Formats
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Dataset Split

Train Set 92%
4047Images
Valid Set 6%
254Images
Test Set 2%
85Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
bq
corrsion-KB3V
1303 images
cracks-iGfU
2190 images
defect_metal
2165 images