Yeongjun Choi

Project_1

Object Detection

Project_1 Image Dataset

v40

480_Rotation

Generated on Aug 11, 2022

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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.
CreateML JSON
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Dataset Split

Train Set 79%
3197Images
Valid Set 19%
770Images
Test Set 1%
57Images

Preprocessing

Resize: Stretch to 480x480
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 1
Rotation: Between -45° and +45°