DLAV

2D Object Detection

Object Detection

2D Object Detection Image Dataset

v4

auto_orient_flip_darken_brighten

Generated on May 20, 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 82%
13452Images
Valid Set 9%
1496Images
Test Set 9%
1496Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -50% and +50%
Car-Van-Truck-Pedestri-Cyclist
1003 images
Car-Van-Truck-Pedestri-Cyclist
1003 images
I-labelled-all-of-the-objects-in
1014 images
mw
Pedestrian-Car-cyclist
1001 images
ML
Object
4800 images