Thapanee Tualek

Project01

Object Detection

Project01 Image Dataset

v1

2023-10-04 4:25pm

Generated on Oct 4, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 93%
90Images
Valid Set 4%
4Images
Test Set 3%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Blur: Up to 2.5px
Bounding Box: Rotation: Between -28° and +28°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
acquisition
374 images
Lost-Property
447 images
codebord1
32 images
id-lace-calculator-glue
130 images
water_bottle-perfume-moisturizer
48 images