dh bach khoa

new2

Object Detection

new2 Image Dataset

v4

2023-08-29 2:15pm

Generated on Aug 29, 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 81%
4920Images
Valid Set 12%
721Images
Test Set 8%
470Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 12 remapped, 5 dropped

Augmentations

Outputs per training example: 2
Bounding Box: Blur: Up to 1.5px
Bounding Box: Noise: Up to 4% of pixels
trafficvehicle
3466 images
TV
trafficvehicle
3039 images
Vehicles
3003 images