esith

Projet 5

Object Detection

Projet 5 Image Dataset

v16

2023-10-12 5:08pm

Generated on Oct 12, 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 92%
1220Images
Valid Set %
0Images
Test Set 8%
99Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Vertical
Brightness: Between -28% and +28%