City University of London

Yolo_v8

Object Detection

Yolo_v8 Image Dataset

v9

2023-09-26 10:29pm

Generated on Sep 26, 2023

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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.
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Dataset Split

Train Set 77%
2161Images
Valid Set 17%
479Images
Test Set 6%
169Images

Preprocessing

Resize: Stretch to 800x500

Augmentations

Outputs per training example: 3
Bounding Box: Noise: Up to 5% of pixels
drone
8625 images
Ariel-Footage
4163 images
Bicycle-Bus-Car-Motorbike-person
6469 images
fgh
yuyu
245 images