Mustaqeem Garu Garu

DDD yolov5

Object Detection

DDD yolov5 Image Dataset

v10

512 70-30

Generated on Jan 11, 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 70%
4182Images
Valid Set 30%
1815Images
Test Set %
0Images

Preprocessing

Resize: Fit within 512x512
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 1
Rotation: Between -45° and +45°
Noise: Up to 5% of pixels