Final Project

StickEarn 1

Object Detection

StickEarn 1 Image Dataset

v4

2024-06-17 3:48pm

Generated on Jun 17, 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 92%
2307Images
Valid Set 4%
97Images
Test Set 4%
95Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Blur: Up to 3.6px
Noise: Up to 1.52% of pixels
Bus-Mobil-Motor-Truk
199 images
a-nROQ-3hbK
1446 images
bus-truck-Truck
2000 images
ok
9558 images