AAST

Extra

Object Detection

Extra Image Dataset

v3

2023-10-15 8:04pm

Generated on Oct 15, 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%
4070Images
Valid Set 6%
254Images
Test Set 2%
85Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Exposure: Between -6% and +6%
bq
corrsion-KB3V
1303 images
cracks-iGfU
2190 images
defect_metal
2165 images