RMUTT

project9

Object Detection

project9 Image Dataset

v9

2023-10-10 1:12am

Generated on Oct 9, 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 76%
2388Images
Valid Set 19%
587Images
Test Set 5%
167Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 224x224

Augmentations

Outputs per training example: 2
Grayscale: Apply to 11% of images
Brightness: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 3% of pixels
car dog motercycle person
398 images
gun-cow-human-Dogs
1222 images
person
3073 images