Graymatics

3-Comb

Object Detection

3-Comb Image Dataset

v1

2023-01-10 5:54pm

Generated on Jan 10, 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 92%
2757Images
Valid Set 6%
172Images
Test Set 2%
57Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 3% of images
Noise: Up to 1% of pixels
bikes-cars-auto-van-trucks-LCV-vehicles
4808 images
car
8246 images
KP
auto
1313 images
ddd
xxx
9999 images