Labeling

b

Object Detection

b Image Dataset

v1

DataSet_221

Generated on Apr 12, 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%
195Images
Valid Set 7%
16Images
Test Set 5%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Brightness: Between -35% and +35%
Blur: Up to 1.5px
Noise: Up to 5% of pixels
13-classes
2974 images
ABC
object-on-road
984 images
PD
vehicles
3426 images
an
162 images