7

Object Detection

7 Image Dataset

v5

2023-05-07 5:49pm

Generated on May 7, 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 87%
406Images
Valid Set 8%
39Images
Test Set 5%
21Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -21° and +21°
fyp
person
78 images
pantai
1068 images
SVA
people-tree-boats-chair
95 images
copac-om-val-stanca-umbrela
122 images