atlas

atlasss

Object Detection

atlasss Image Dataset

v1

2023-08-02 5:30pm

Generated on Aug 2, 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.
Other Formats
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Dataset Split

Train Set 92%
9528Images
Valid Set 8%
812Images
Test Set 0%
47Images

Preprocessing

Resize: Stretch to 640x480

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -40% and +40%
Brightness: Between -30% and +30%
Exposure: Between -25% and +25%
traffic-sign-light
6046 images
trafficlight
1920 images
traffic-light
672 images
trafficlight
1929 images