Nikita Grigoriev

diplom_ big version

Object Detection

diplom_ big version Image Dataset

v4

1080x720

Generated on Dec 10, 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 87%
2807Images
Valid Set 9%
282Images
Test Set 4%
142Images

Preprocessing

Resize: Stretch to 1080x720

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
satellite-space_debris
553 images
satellite-space_debris
553 images
annotation-group-name
554 images
annotation-group-name
43 images
artificial satelites, space junks
50 images