school

S4

Object Detection

S4 Image Dataset

v1

2022-12-03 3:31pm

Generated on Dec 3, 2022

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 88%
294Images
Valid Set 8%
28Images
Test Set 4%
14Images

Preprocessing

Auto-Orient: Applied
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -1% and +1%
Blur: Up to 0.25px
Noise: Up to 1% of pixels
S2
Instruments
148 images
S7
Instruments
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S6
Instruments
59 images
S1
Instruments
142 images
S3
Instrument
132 images