tst

tst

Object Detection

tst Image Dataset

v3

2024-05-24 12:02pm

Generated on May 24, 2024

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 91%
105Images
Valid Set 7%
8Images
Test Set 3%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 765x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -11° and +11°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
screw-noise
46 images
frame-NpgB
310 images
test
586 images
frame-CJEH
169 images
test
550 images